From 296d0f327bc557dcaf0f1e60e021608d1cf34a9a Mon Sep 17 00:00:00 2001 From: KavyaV00 <44108726+KavyaV00@users.noreply.github.com> Date: Wed, 3 Jun 2020 21:42:17 +0530 Subject: [PATCH 001/113] Update main.py --- Tasks/registration_task/main.py | 49 ++++++++++++++++++++------------- 1 file changed, 30 insertions(+), 19 deletions(-) diff --git a/Tasks/registration_task/main.py b/Tasks/registration_task/main.py index b79be69..cfcbac3 100644 --- a/Tasks/registration_task/main.py +++ b/Tasks/registration_task/main.py @@ -1,21 +1,32 @@ -""" -Implement the linear regression model using python and numpy in the following class. -The method fit() should take inputs like, -x = [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9]] -y = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] -""" +import numpy as np +import matplotlib.pyplot as plt -import numpy +class LinearRegression: -class LinearRegression(object): - """ - An implementation of linear regression model - """ - - def fit(_input, _output): - pass - - def predict(_input): - pass - - + def fit(self, X_train, Y_train): + self.X_train = [j for i in X_train for j in i] + self.Y_train = Y_train + self.model = np.polyfit(self.X_train,self.Y_train, 1) + + ## Simple model showing the relationship between x values and y values + # plt.scatter(self.X_train,self.Y_train) + # plt.title('X vs. Y') + # plt.xlabel('X') + # plt.ylabel('Y') + # plt.show() + + def predict(self, X_test): + predict = np.poly1d(self.model) + Y_test = int(predict(X_test)) + print('For X =' , X_test , ', Y =', Y_test) + +## Trying the LinearRegression class for the given data +# x = [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9]] +# y = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +# X = [j for i in x for j in i] + +# model = LinearRegression() +# model.fit(X,y) + +# model.predict(10) +# model.preduct(11) From 67244e004d0e133e526412cf3edee92f0a581160 Mon Sep 17 00:00:00 2001 From: fausan123 Date: Sun, 7 Jun 2020 20:36:29 +0530 Subject: [PATCH 002/113] task1 --- Tasks/daily tasks/Fausan Asharaf/task1.py | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 Tasks/daily tasks/Fausan Asharaf/task1.py diff --git a/Tasks/daily tasks/Fausan Asharaf/task1.py b/Tasks/daily tasks/Fausan Asharaf/task1.py new file mode 100644 index 0000000..74f9cfb --- /dev/null +++ b/Tasks/daily tasks/Fausan Asharaf/task1.py @@ -0,0 +1,10 @@ +import numpy as np +import torch + +a = np.random.randint(10, size=(5, 3)) +b = np.random.randint(10, size=(3, 4)) +a_t = torch.from_numpy(a) +b_t = torch.from_numpy(b) + +c_t = torch.matmul(a_t, b_t) +print(c_t) From 8df6b40172f82df9480dafd88ed4bd23f48885c3 Mon Sep 17 00:00:00 2001 From: abhijeet1999 Date: Sun, 7 Jun 2020 20:56:17 +0530 Subject: [PATCH 003/113] commit. --- .github/ISSUE_TEMPLATE.md | 23 ++++ README.md | 192 +++++++++++++++++++++++++++++ Tasks/README.md | 2 + Tasks/registration_task/README.md | 23 ++++ Tasks/registration_task/main.py | 21 ++++ Tasks/registration_task/setup.py | 14 +++ Tasks/registration_task/test.py | 16 +++ projects/README.md | 2 + resources/README.md | 14 +++ resources/th_pytorch_reference.png | Bin 0 -> 298079 bytes 10 files changed, 307 insertions(+) create mode 100644 .github/ISSUE_TEMPLATE.md create mode 100644 README.md create mode 100644 Tasks/README.md create mode 100644 Tasks/registration_task/README.md create mode 100644 Tasks/registration_task/main.py create mode 100644 Tasks/registration_task/setup.py create mode 100644 Tasks/registration_task/test.py create mode 100644 projects/README.md create mode 100644 resources/README.md create mode 100644 resources/th_pytorch_reference.png diff --git a/.github/ISSUE_TEMPLATE.md b/.github/ISSUE_TEMPLATE.md new file mode 100644 index 0000000..919d11a --- /dev/null +++ b/.github/ISSUE_TEMPLATE.md @@ -0,0 +1,23 @@ +## Specific Question +> Ask your question here. +## OS, package manager and PyTorch Version +> Add the following details. +* OS - +* PyTorch Version - +* Package Manager - + +## Complete Error Log +> Add your error log here + +👇🏿 Remove these guidelines before filing the issue. +## Guidelines + +> Please google/duckduckgo before asking here + +❗ Please ask specific questions. Check how to ask [smart questions](http://catb.org/~esr/faqs/smart-questions.html) before filing the issue + +Mention your operating system, package manager, pytorch version with the question you asked + +🐛 Add the complete log of error message with source code, if you are asking to help fix a specific bug/problem you encountered. + + diff --git a/README.md b/README.md new file mode 100644 index 0000000..59bbf56 --- /dev/null +++ b/README.md @@ -0,0 +1,192 @@ +# ComputerVision with PyTorch Learning Program + +Computer Vision using PyTorch Learning Program by TinkerHub Foundation. [PyTorch](https://pytorch.org) is an open source deep learning framework created by [Facebook AI research](https://ai.facebook.com). This learning program will cover the following, + +* Computer vision. +* Pytorch framework. +* Torchvision library. +* Image classification and object detection. +* Transfer learning. + +We will be extensively using the PyTorch docs for conducting this program. + +## Participants criteria +* Should know object oriented programming and python. +* Should know Git and GitHub. +* Should know what is machine learning and some basics(different categories of ML, what is training ? What is testing ? What is dataset..etc) + +All the resources to get you started with the program is given in the [resources folder](https://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/tree/master/resources). You can learn it and finish the task for joining the program! + +## Join the program +This learning program need you to have knowledge in following areas, +1. Python +2. GitHub +3. Basics of Machine Learning + +We have a coding task for selction process. You could check out the task and how to submit task [here](https://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/tree/master/Tasks/registration_task). +Watch the following video for reference. + +[![Watch this video for reference](https://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/blob/master/resources/th_pytorch_reference.png)](https://youtu.be/Y-ikkxfBwIc) + + +## Selection process + +- once the task is completed, You could fill this google form + +- we will update the selction status latest by 5th June. + +- Program starts on 6th June. + + + +## General Program Structure +Every 2 days we will share a chapter of the PyTorch docs in the morning. Participants should go through it. In the evening of the odd days we will give a task. On the following day there will be hangouts sessions with mentors. + + + +## Program Schedule +### Day 1 + +Google meets with the following contents: + +* Welcome note to TinkerHub Computer vision using PyTorch program. +* Intro to PyTorch, navigate through PyTorch website. +* Reading documentations. Explaining the structure of PyTorch docs. +* General structure of the Program. +* Prerequisites, installations, getting to know each other. + +### Day 2 +Morning : In the telegram channel we share the following content. + +1. [What is PyTorch ?](https://pytorch.org/tutorials/beginner/blitz/tensor_tutorial.html#sphx-glr-beginner-blitz-tensor-tutorial-py) +2. [Autograd: Automatic Differentiation](https://pytorch.org/tutorials/beginner/blitz/autograd_tutorial.html#sphx-glr-beginner-blitz-autograd-tutorial-py) + + +Participants should, + +* Go through the docs and learn. +* Try out each of the code snippets in the docs. +* Note down the doubts. +* Ask doubts in the github repo issues. + + +Evening : A task will be given in the telegram channel. Participants should try to do the task, upload the code to the specified GitHub repo. + +### Day 3 +Morning : In the telegram channel we share the following content. + +1. [Neural Networks](https://pytorch.org/tutorials/beginner/blitz/neural_networks_tutorial.html#sphx-glr-beginner-blitz-neural-networks-tutorial-py) +2. [Training a Classifier](https://pytorch.org/tutorials/beginner/blitz/cifar10_tutorial.html#sphx-glr-beginner-blitz-cifar10-tutorial-py) + + +Participants should, + +* Go through the docs and learn. +* Try out each of the code snippets in the docs. +* Note down the doubts. +* Ask doubts in the github repo issues. + + +Evening : A task will be given in the telegram channel. Participants should try to do the task, upload the code to the specified GitHub repo. + +### Day 4 +Google meets sessions with the mentor in the evening. + +* Doubts about the last 2 days topics can be asked. +* Solution of the task will be discussed. + + +### Day 5 +Morning : In the telegram channel we share the following content. + +1. [What is torch.nn really ?](https://pytorch.org/tutorials/beginner/nn_tutorial.html) +2. [Visualising models, data and training with TensorBoard](https://pytorch.org/tutorials/intermediate/tensorboard_tutorial.html) + +Participants should, + +* Go through the docs and learn. +* Try out each of the code snippets in the docs. +* Note down the doubts. +* Ask doubts in the github repo issues. + + +Evening : A task will be given in the telegram channel. Participants should try to do the task, upload the code to the specified GitHub repo. + +### Day 6 +Google meets session with mentor(s) in the evening, + +* Explain the concepts of content shared last day. +* Explain the code line by line. +* Clear doubts. + +### Day 7 +Google meets session on, + +1. What is computer vision ? +2. Algorithms used for computer vision? +3. TorchVision library. + +### Day 8 +In the morning the following content will be shared in telegram. + + +1. [TorchVision fine tuning for computer vision tutorial](https://pytorch.org/tutorials/intermediate/torchvision_tutorial.html) +2. [Transfer learning for computer vision tutorial](https://pytorch.org/tutorials/beginner/transfer_learning_tutorial.html) + + +Participants should, + +* Go through the doc and try to understand. +* Note down the doubts. +* Try out the code. +* Ask doubts in the github repo issues. + +### Day 9 +Google meets sessions with the mentor in the evening. + +* Doubts about the last days topics can be asked. +* Solution of the task will be discussed. + + + +### Day 10 +Google meets session with mentor(s) on, + +* Choosing projects. Participants can choose transfer-learning projects or object detection projects. +* Finding a dataset. Can find a dataset from kaggle..etc. + +### Day 11 +Participants figuring out the project and dataset. +Participants should, + +* Create a GitHub repo for the project. +* Update the Readme file with the details of the project. +* Find the model and dataset they are going to implement. +* Fill the project form with the project repo link. + +### Day 12 +Mentor(s) verify the project ideas. Participants make the changes. + +### Day 13-14 +Project days. + +* Participants do the project. +* Ask doubts to the mentors in github issues and via call. +* Upload the code and trained models to the repo. + +### Day 15 +Mentors verify the projects. Provide feedback as GitHub issues. + +### Day 16 +Final google meets session with, +* Discussion on next steps from here. +* Project demos. +* Certificates distribution. + +## Program partner + +[Facebook Developer Circle Kochi](https://www.facebook.com/groups/DevCKochi/about/) is a forum for developers in Kochi, India and its surroundings who are interested in building on the Facebook platform to interact and collaborate other developers who share similar interests. + +## Contributors + +- [GopikrishnanSasikumar](https://github.com/GopikrishnanSasikumar) diff --git a/Tasks/README.md b/Tasks/README.md new file mode 100644 index 0000000..22a101f --- /dev/null +++ b/Tasks/README.md @@ -0,0 +1,2 @@ +# Tasks +Tasks for every day will appear here! diff --git a/Tasks/registration_task/README.md b/Tasks/registration_task/README.md new file mode 100644 index 0000000..0843005 --- /dev/null +++ b/Tasks/registration_task/README.md @@ -0,0 +1,23 @@ +# The Short Listing task + +Inside the ```main.py``` there is a class LinearRegression() Implement it using python and numpy. After finishing the task don't forget to fill the [application form](https://forms.gle/MVbuAjQxWazsmbMw6). +## Requirements + +1. The class should have methods fit() and predict() +2. You will be shortlisted based on the code passing the test case in ```test.py``` +3. You can write the class and run, +``` +pytest test.py +``` +to test if your code works. + +## Steps +1. Create a private repo in your github. +2. Copy the code of ```main.py```, ```test.py``` and ```setup.py``` to corresponding ```main.py```, ```test.py``` and ```setup.py``` in your private repo. +3. Run ```python setup.py install``` for installing numpy and pytest +4. Finish the LinearRegression class. +5. Invite [Gopi](github.com/GopikrishnanSasikumar) to your repo. +6. Fill the [application form](https://forms.gle/MVbuAjQxWazsmbMw6) with your repo url. + +You can use this [reference](https://machinelearningmastery.com/implement-simple-linear-regression-scratch-python/). + diff --git a/Tasks/registration_task/main.py b/Tasks/registration_task/main.py new file mode 100644 index 0000000..b79be69 --- /dev/null +++ b/Tasks/registration_task/main.py @@ -0,0 +1,21 @@ +""" +Implement the linear regression model using python and numpy in the following class. +The method fit() should take inputs like, +x = [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9]] +y = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +""" + +import numpy + +class LinearRegression(object): + """ + An implementation of linear regression model + """ + + def fit(_input, _output): + pass + + def predict(_input): + pass + + diff --git a/Tasks/registration_task/setup.py b/Tasks/registration_task/setup.py new file mode 100644 index 0000000..6ced2f9 --- /dev/null +++ b/Tasks/registration_task/setup.py @@ -0,0 +1,14 @@ +from setuptools import setup, find_packages + +requirements = [ + "numpy", + "pytest" +] + +setup( + name="registration-task", + version="0.0.1", + zip_safe=False, + packages=find_packages(exclude=['tests']), + include_package_data=True, + install_requires=requirements) diff --git a/Tasks/registration_task/test.py b/Tasks/registration_task/test.py new file mode 100644 index 0000000..dd7ff6b --- /dev/null +++ b/Tasks/registration_task/test.py @@ -0,0 +1,16 @@ +import pytest +from main import LinearRegression +x = [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9]] + +y = [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] +model = LinearRegression() + +model.fit(x, y) + +linear_test_set = [([[10]], 12), ([[11]], 13)] + +@pytest.mark.parametrize(("ip", "op"), linear_test_set) +def test_code(ip, op): + assert int(model.predict(ip)[0]) == op + + diff --git a/projects/README.md b/projects/README.md new file mode 100644 index 0000000..407e4cb --- /dev/null +++ b/projects/README.md @@ -0,0 +1,2 @@ +# Projects +Student projects once finished will be pushed to this monorepo as well! diff --git a/resources/README.md b/resources/README.md new file mode 100644 index 0000000..671dd12 --- /dev/null +++ b/resources/README.md @@ -0,0 +1,14 @@ +# Resources to warm up before the PyTorch Learning Program +You need to know the following stuffs to get started with the PyTorch Learning Program. If you are new here, worry not. You can go through the resources given below and apply for the program! + +## Object Oriented Python Programming +- [Python classes and objects(tutorials point)](https://www.tutorialspoint.com/python/python_classes_objects.htm) +- [Introduction to OOP by Sentdex](https://pythonprogramming.net/object-oriented-programming-introduction-intermediate-python-tutorial/) + +## Git and GitHub +- [GitHub Beginner](https://www.notion.so/GitHub-Beginner-34ddb2bdd2054224bd31c24ce84d64f1) +- [GitHub Advanced](https://www.notion.so/GitHub-Advanced-dc2b226421464ccc8b58b2a2d7b333db) + +## Basics of Machine Learning +- [Machine Learning Intro part 1](https://www.notion.so/0tinkerhub/Machine-Learning-Beginner-60c58689ed454319ab6a1c4019a8c295) +- [Machine Learning Intro part 2](https://www.notion.so/0tinkerhub/Machine-Learning-Advanced-5156f313eab14b1bbb84cfd87c5a892e) diff --git a/resources/th_pytorch_reference.png b/resources/th_pytorch_reference.png new file mode 100644 index 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zdW9k|Z$3Yo0NZy3*?k2kUmRgkVJUyqt$rPzKOjkMm3o7~9vQ_O`XYbc`|lO7*?jP7 zb?OcQK^?^%RhzOjkqB=c)i)NO1h7?F2nj170`uFqy>hLAB$$kvy+W z{mOohZz~rrKcD&GxIlwovnq@F#><6R%{=F*Q2wUyxEIGend@G0$kV*Qs`5%hL+61R zQI8fkKL6p`t8PxtFm10TJ{FH{syvB z<~f9L#6`Tn^Te{!yl`4Ex7e=_53c_Cbzq?f$GJbPQ<||lQCH~4e}Vh6@BIDwJDmXt NJYD@<);T3K0RXHTrl Date: Sun, 7 Jun 2020 21:16:57 +0530 Subject: [PATCH 004/113] first commit on tinkerhub --- Tasks/daily tasks/Issac_Antony/.gitkeep | 1 + Tasks/daily tasks/Issac_Antony/a.gitkeep | 1 + 2 files changed, 2 insertions(+) create mode 100644 Tasks/daily tasks/Issac_Antony/.gitkeep create mode 100644 Tasks/daily tasks/Issac_Antony/a.gitkeep diff --git a/Tasks/daily tasks/Issac_Antony/.gitkeep b/Tasks/daily tasks/Issac_Antony/.gitkeep new file mode 100644 index 0000000..72943a1 --- /dev/null +++ b/Tasks/daily tasks/Issac_Antony/.gitkeep @@ -0,0 +1 @@ +aaa diff --git a/Tasks/daily tasks/Issac_Antony/a.gitkeep b/Tasks/daily tasks/Issac_Antony/a.gitkeep new file mode 100644 index 0000000..5d308e1 --- /dev/null +++ b/Tasks/daily tasks/Issac_Antony/a.gitkeep @@ -0,0 +1 @@ +aaaa From f877233dc2bc444eadec0149c201cbbf4547de93 Mon Sep 17 00:00:00 2001 From: abhijeet1999 Date: Sun, 7 Jun 2020 21:30:57 +0530 Subject: [PATCH 005/113] commit. --- Tasks/daily tasks/Abhijeet/task1.py | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) create mode 100644 Tasks/daily tasks/Abhijeet/task1.py diff --git a/Tasks/daily tasks/Abhijeet/task1.py b/Tasks/daily tasks/Abhijeet/task1.py new file mode 100644 index 0000000..3217ca1 --- /dev/null +++ b/Tasks/daily tasks/Abhijeet/task1.py @@ -0,0 +1,19 @@ +#Day2 +# Playing around with tensors + +# 1. Create two numpy arrays of size 5x3 and 3x4. +# 2. Convert them into torch tensors. +# 3. Multiply the two tensors and print the result. + + +import numpy as np +import torch as tp + +a= np.random.rand(5, 3) +b=np.random.rand(3, 4) +a=tp.tensor(a) +b=tp.tensor(b) +print(a.size()) +print(b.size()) +Multipli_tensor=tp.mm(a,b) +print("Multipli_tensor\n",Multipli_tensor) From eacb146ff6f17771c484f2978226b1928e764ece Mon Sep 17 00:00:00 2001 From: 5hade5layer Date: Sun, 7 Jun 2020 22:56:04 +0530 Subject: [PATCH 006/113] added day 2 task 1 --- Tasks/daily tasks/Bharath.T.U/Day2_task.ipynb | 121 ++++++++++++++++++ 1 file changed, 121 insertions(+) create mode 100644 Tasks/daily tasks/Bharath.T.U/Day2_task.ipynb diff --git a/Tasks/daily tasks/Bharath.T.U/Day2_task.ipynb b/Tasks/daily tasks/Bharath.T.U/Day2_task.ipynb new file mode 100644 index 0000000..e34ce9a --- /dev/null +++ b/Tasks/daily tasks/Bharath.T.U/Day2_task.ipynb @@ -0,0 +1,121 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "#importing needed packages\n", + "import torch \n", + "import numpy as np" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "first numpy array \"a\" with size (5, 3) is :-\n", + "[[ 1.62434536 -0.61175641 -0.52817175]\n", + " [-1.07296862 0.86540763 -2.3015387 ]\n", + " [ 1.74481176 -0.7612069 0.3190391 ]\n", + " [-0.24937038 1.46210794 -2.06014071]\n", + " [-0.3224172 -0.38405435 1.13376944]]\n", + "second numpy array\"b\" with size (3, 4) is :-\n", + "[[-1.09989127 -0.17242821 -0.87785842 0.04221375]\n", + " [ 0.58281521 -1.10061918 1.14472371 0.90159072]\n", + " [ 0.50249434 0.90085595 -0.68372786 -0.12289023]]\n" + ] + } + ], + "source": [ + "#1st part\n", + "np.random.seed(1)\n", + "a=np.random.randn(5,3)\n", + "b=np.random.randn(3,4)\n", + "print(\"first numpy array \\\"a\\\" with size {} is :-\\n{}\".format(a.shape,a))\n", + "print(\"second numpy array\\\"b\\\" with size {} is :-\\n{}\".format(b.shape,b))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "tensor of a:-\n", + "tensor([[ 1.6243, -0.6118, -0.5282],\n", + " [-1.0730, 0.8654, -2.3015],\n", + " [ 1.7448, -0.7612, 0.3190],\n", + " [-0.2494, 1.4621, -2.0601],\n", + " [-0.3224, -0.3841, 1.1338]], dtype=torch.float64)\n", + "tensor of b:-\n", + "tensor([[-1.0999, -0.1724, -0.8779, 0.0422],\n", + " [ 0.5828, -1.1006, 1.1447, 0.9016],\n", + " [ 0.5025, 0.9009, -0.6837, -0.1229]], dtype=torch.float64)\n" + ] + } + ], + "source": [ + "#2nd part\n", + "ta=torch.from_numpy(a)\n", + "tb=torch.from_numpy(b)\n", + "print(\"tensor of a:-\\n{}\".format(ta))\n", + "print(\"tensor of b:-\\n{}\".format(tb))" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Dot product of ta and tb(ta.tb)\n", + " tensor([[-2.4085, -0.0826, -1.7651, -0.4181],\n", + " [ 0.5280, -2.8408, 3.5062, 1.0178],\n", + " [-2.2024, 0.8244, -2.6212, -0.6518],\n", + " [ 0.0912, -3.4221, 3.3012, 1.5609],\n", + " [ 0.7005, 1.4997, -0.9318, -0.4992]], dtype=torch.float64)\n" + ] + } + ], + "source": [ + "#3rd part\n", + "mul=torch.matmul(ta,tb)\n", + "print(\"Dot product of ta and tb(ta.tb)\\n\",mul)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.6" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} From ed5ea66b91dc163548df041ea000c7191e7b3b9e Mon Sep 17 00:00:00 2001 From: Jaseemck Date: Mon, 8 Jun 2020 07:58:39 +0530 Subject: [PATCH 007/113] Added subtask --- Tasks/daily tasks/Jaseem ck/Task_1.py | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) create mode 100644 Tasks/daily tasks/Jaseem ck/Task_1.py diff --git a/Tasks/daily tasks/Jaseem ck/Task_1.py b/Tasks/daily tasks/Jaseem ck/Task_1.py new file mode 100644 index 0000000..7f0e599 --- /dev/null +++ b/Tasks/daily tasks/Jaseem ck/Task_1.py @@ -0,0 +1,16 @@ +import torch as th +import numpy as np + +#numpy of size 5*3 +a = np.arange(15).reshape(5,3) +#numpy of size 3*4 +b = np.arange(12).reshape(3,4) + +#Converting numpy arrays into tensors +a_torch = th.from_numpy(a) +b_torch = th.from_numpy(b) + +#Multiply the tensors to generate the product +product = th.mm(a_torch, b_torch) + +print(product) From 7d2c93832d232e892e2385e8c89fb6234e901a41 Mon Sep 17 00:00:00 2001 From: Ashwin-Rajesh <40654785+Ashwin-Rajesh@users.noreply.github.com> Date: Mon, 8 Jun 2020 12:44:35 +0530 Subject: [PATCH 008/113] Create Day2.py --- Tasks/daily tasks/Ashwin-Rajesh/Day2.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 Tasks/daily tasks/Ashwin-Rajesh/Day2.py diff --git a/Tasks/daily tasks/Ashwin-Rajesh/Day2.py b/Tasks/daily tasks/Ashwin-Rajesh/Day2.py new file mode 100644 index 0000000..a148baf --- /dev/null +++ b/Tasks/daily tasks/Ashwin-Rajesh/Day2.py @@ -0,0 +1,14 @@ +#!/usr/bin/python3.7 + +import numpy as np +import torch + +np.random.seed(0) + +array_a = np.random.randn(5,3) +array_b = np.random.randn(3,4) + +tensor_a = torch.tensor(array_a) +tensor_b = torch.tensor(array_b) + +print(tensor_a.matmul(tensor_b)) From 68098d2679654440470ebc1e067f86173eb0c839 Mon Sep 17 00:00:00 2001 From: Jaseemck Date: Mon, 8 Jun 2020 12:48:10 +0530 Subject: [PATCH 009/113] Back --- Tasks/daily tasks/Jaseem ck/Task_1.py | 16 ---------------- 1 file changed, 16 deletions(-) delete mode 100644 Tasks/daily tasks/Jaseem ck/Task_1.py diff --git a/Tasks/daily tasks/Jaseem ck/Task_1.py b/Tasks/daily tasks/Jaseem ck/Task_1.py deleted file mode 100644 index 7f0e599..0000000 --- a/Tasks/daily tasks/Jaseem ck/Task_1.py +++ /dev/null @@ -1,16 +0,0 @@ -import torch as th -import numpy as np - -#numpy of size 5*3 -a = np.arange(15).reshape(5,3) -#numpy of size 3*4 -b = np.arange(12).reshape(3,4) - -#Converting numpy arrays into tensors -a_torch = th.from_numpy(a) -b_torch = th.from_numpy(b) - -#Multiply the tensors to generate the product -product = th.mm(a_torch, b_torch) - -print(product) From 0ac83fbfffd23bcefdbd9db75d8c9588584830e1 Mon Sep 17 00:00:00 2001 From: randheerrrk Date: Mon, 8 Jun 2020 12:52:54 +0530 Subject: [PATCH 010/113] added folder --- .../__pycache__/main.cpython-38.pyc | Bin 0 -> 1600 bytes .../test.cpython-38-pytest-5.4.3.pyc | Bin 0 -> 1236 bytes Tasks/registration_task/main.py | 30 ++++++++++++++---- Tasks/registration_task/test.py | 5 +-- 4 files changed, 25 insertions(+), 10 deletions(-) create mode 100644 Tasks/registration_task/__pycache__/main.cpython-38.pyc create mode 100644 Tasks/registration_task/__pycache__/test.cpython-38-pytest-5.4.3.pyc 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vAFmHD#6W(ox`sM!uFwZmEcgOv;;c|#(nM-18nA0D-~;}#*yFw!@IAzT#%56G literal 0 HcmV?d00001 diff --git a/Tasks/registration_task/main.py b/Tasks/registration_task/main.py index b79be69..d14706c 100644 --- a/Tasks/registration_task/main.py +++ b/Tasks/registration_task/main.py @@ -5,17 +5,35 @@ y = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] """ -import numpy +import numpy as np class LinearRegression(object): """ An implementation of linear regression model """ - - def fit(_input, _output): - pass + def __init__(self): + self.W = None + self.b = None + self.lr = 0.001 + + def fit(self, X, y): + X = np.array(X) + m, train_X_shape= X.shape + self.W = np.zeros(train_X_shape) + self.b = 0 + for _ in range(10000) : + #calculate prediction + y_pred = np.dot(X, self.W) + self.b + #calculate gradients for weight updation + dw = 1 / m * np.dot(X.T, (y_pred-y)) + db = 1/ m * np.sum(y_pred-y) - def predict(_input): - pass + #weight updation + self.W = self.W - self.lr*dw + self.b = self.W - self.lr*db + + def predict(self, X): + y_pred = np.floor((np.dot(X, self.W) + self.b)) + return [int(x) for x in y_pred] diff --git a/Tasks/registration_task/test.py b/Tasks/registration_task/test.py index dd7ff6b..3b4460c 100644 --- a/Tasks/registration_task/test.py +++ b/Tasks/registration_task/test.py @@ -6,11 +6,8 @@ model = LinearRegression() model.fit(x, y) - linear_test_set = [([[10]], 12), ([[11]], 13)] @pytest.mark.parametrize(("ip", "op"), linear_test_set) def test_code(ip, op): - assert int(model.predict(ip)[0]) == op - - + assert int(model.predict(ip)[0]) == op \ No newline at end of file From fc998edbea651c9ebcfbbe8ea6cec1a65f5694f6 Mon Sep 17 00:00:00 2001 From: Jaseemck Date: Mon, 8 Jun 2020 12:53:04 +0530 Subject: [PATCH 011/113] Added first task --- Tasks/daily tasks/Jaseem ck/Task_1.py | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) create mode 100644 Tasks/daily tasks/Jaseem ck/Task_1.py diff --git a/Tasks/daily tasks/Jaseem ck/Task_1.py b/Tasks/daily tasks/Jaseem ck/Task_1.py new file mode 100644 index 0000000..7f0e599 --- /dev/null +++ b/Tasks/daily tasks/Jaseem ck/Task_1.py @@ -0,0 +1,16 @@ +import torch as th +import numpy as np + +#numpy of size 5*3 +a = np.arange(15).reshape(5,3) +#numpy of size 3*4 +b = np.arange(12).reshape(3,4) + +#Converting numpy arrays into tensors +a_torch = th.from_numpy(a) +b_torch = th.from_numpy(b) + +#Multiply the tensors to generate the product +product = th.mm(a_torch, b_torch) + +print(product) From 563a2083a338114dea62e6f36c1f3ee7c7ec6b18 Mon Sep 17 00:00:00 2001 From: Gopikrishnan Sasikumar Date: Mon, 8 Jun 2020 13:12:35 +0530 Subject: [PATCH 012/113] Create day2.py --- Tasks/daily tasks/gopi/day2.py | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 Tasks/daily tasks/gopi/day2.py diff --git a/Tasks/daily tasks/gopi/day2.py b/Tasks/daily tasks/gopi/day2.py new file mode 100644 index 0000000..9a0d3f7 --- /dev/null +++ b/Tasks/daily tasks/gopi/day2.py @@ -0,0 +1,7 @@ +import numpy +import torch +x = numpy.ones([5, 3]) +y = numpy.ones([3, 4]) +x_ = torch.from_numpy(x) +y_ = torch.from_numpy(y) +k = torch.matmul(x_, y_) From afe640410a90a12f3193adcf6ac82981a1bea6d4 Mon Sep 17 00:00:00 2001 From: fausan123 Date: Mon, 8 Jun 2020 13:50:18 +0530 Subject: [PATCH 013/113] .. --- Tasks/daily tasks/Fausan Asharaf/task1.py | 10 ---------- 1 file changed, 10 deletions(-) delete mode 100644 Tasks/daily tasks/Fausan Asharaf/task1.py diff --git a/Tasks/daily tasks/Fausan Asharaf/task1.py b/Tasks/daily tasks/Fausan Asharaf/task1.py deleted file mode 100644 index 74f9cfb..0000000 --- a/Tasks/daily tasks/Fausan Asharaf/task1.py +++ /dev/null @@ -1,10 +0,0 @@ -import numpy as np -import torch - -a = np.random.randint(10, size=(5, 3)) -b = np.random.randint(10, size=(3, 4)) -a_t = torch.from_numpy(a) -b_t = torch.from_numpy(b) - -c_t = torch.matmul(a_t, b_t) -print(c_t) From 608a25ac321f39507fc7bc501683df70a131d151 Mon Sep 17 00:00:00 2001 From: fausan123 <58265004+fausan123@users.noreply.github.com> Date: Mon, 8 Jun 2020 13:52:09 +0530 Subject: [PATCH 014/113] task1 done --- Tasks/daily tasks/Fausan Asharaf/task1.py | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 Tasks/daily tasks/Fausan Asharaf/task1.py diff --git a/Tasks/daily tasks/Fausan Asharaf/task1.py b/Tasks/daily tasks/Fausan Asharaf/task1.py new file mode 100644 index 0000000..74f9cfb --- /dev/null +++ b/Tasks/daily tasks/Fausan Asharaf/task1.py @@ -0,0 +1,10 @@ +import numpy as np +import torch + +a = np.random.randint(10, size=(5, 3)) +b = np.random.randint(10, size=(3, 4)) +a_t = torch.from_numpy(a) +b_t = torch.from_numpy(b) + +c_t = torch.matmul(a_t, b_t) +print(c_t) From 88437e84f304c7a262c86fb2f99a8b97b3ed3b5d Mon Sep 17 00:00:00 2001 From: Hashina <66195176+hashina67@users.noreply.github.com> Date: Mon, 8 Jun 2020 14:24:16 +0530 Subject: [PATCH 015/113] Create day_2.py --- Tasks/hashina/day_2.py | 8 ++++++++ 1 file changed, 8 insertions(+) create mode 100644 Tasks/hashina/day_2.py diff --git a/Tasks/hashina/day_2.py b/Tasks/hashina/day_2.py new file mode 100644 index 0000000..581fd54 --- /dev/null +++ b/Tasks/hashina/day_2.py @@ -0,0 +1,8 @@ +import torch +import numpy as np +x = np.random.rand(5, 3) +y = np.random.rand(3, 4) +xt = torch.from_numpy(x) +yt = torch.from_numpy(y) +mul = torch.matmul(xt, yt) +print(mul) From 5dcc60b30bc72920e5c1e0072616835f4c34ec22 Mon Sep 17 00:00:00 2001 From: randheerrrk Date: Mon, 8 Jun 2020 14:35:40 +0530 Subject: [PATCH 016/113] added python notebook --- .../Randheerrrk/tinkerhub_daily_task_1.ipynb | 409 ++++++++++++++++++ 1 file changed, 409 insertions(+) create mode 100644 Tasks/daily tasks/Randheerrrk/tinkerhub_daily_task_1.ipynb diff --git a/Tasks/daily tasks/Randheerrrk/tinkerhub_daily_task_1.ipynb b/Tasks/daily tasks/Randheerrrk/tinkerhub_daily_task_1.ipynb new file mode 100644 index 0000000..e727505 --- /dev/null +++ b/Tasks/daily tasks/Randheerrrk/tinkerhub_daily_task_1.ipynb @@ -0,0 +1,409 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "name": "Untitled6.ipynb", + "provenance": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + }, + "accelerator": "GPU" + }, + "cells": [ + { + "cell_type": "code", + "metadata": { + "id": "BCUiN63F2Njk", + "colab_type": "code", + "colab": {} + }, + "source": [ + "import torch" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "iEIf0Mvn2dun", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 69 + }, + "outputId": "a1611487-5549-4f00-b089-0cc92aa09c29" + }, + "source": [ + "x = torch.empty(3, 3)\n", + "print(x)" + ], + "execution_count": 3, + "outputs": [ + { + "output_type": "stream", + "text": [ + "tensor([[6.5990e-36, 0.0000e+00, 3.3631e-44],\n", + " [0.0000e+00, nan, 4.4842e-44],\n", + " [1.1578e+27, 1.1362e+30, 7.1547e+22]])\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "DL4mEsJJ2qpp", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 69 + }, + "outputId": "0a990a47-3b91-4b44-b215-7a11ac441538" + }, + "source": [ + "x = torch.rand(3, 3)\n", + "print(x)" + ], + "execution_count": 4, + "outputs": [ + { + "output_type": "stream", + "text": [ + "tensor([[0.3148, 0.5240, 0.0209],\n", + " [0.4237, 0.8674, 0.4590],\n", + " [0.1805, 0.5817, 0.0097]])\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "p1qloToQ2z7s", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 69 + }, + "outputId": "91a2f8fe-f7a3-476e-8f6a-2e837a75564e" + }, + "source": [ + "x = torch.zeros(3, 3, dtype=torch.float32)\n", + "print(x)" + ], + "execution_count": 5, + "outputs": [ + { + "output_type": "stream", + "text": [ + "tensor([[0., 0., 0.],\n", + " [0., 0., 0.],\n", + " [0., 0., 0.]])\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "f8OX6IwU2_TY", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "outputId": "a93c9f01-e586-4547-bbe3-7261095207aa" + }, + "source": [ + "x = torch.tensor([ x for x in range(0, 20) if x % 2 == 0])\n", + "print(x)" + ], + "execution_count": 6, + "outputs": [ + { + "output_type": "stream", + "text": [ + "tensor([ 0, 2, 4, 6, 8, 10, 12, 14, 16, 18])\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "_TVIhFKm3W_W", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "outputId": "28e46eaa-2c2d-438c-89aa-5ba9a9b69b55" + }, + "source": [ + "x = x.new_ones(x.size(), dtype=torch.double)\n", + "print(x)" + ], + "execution_count": 7, + "outputs": [ + { + "output_type": "stream", + "text": [ + "tensor([1., 1., 1., 1., 1., 1., 1., 1., 1., 1.], dtype=torch.float64)\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "v-wXZfJa32uc", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 330 + }, + "outputId": "6dc9338e-db1e-47ae-b018-b34343cc2043" + }, + "source": [ + "y = torch.rand(x.size())\n", + "print(f'x+y = {x+y}')\n", + "print(f'x-y = {x-y}')\n", + "print(f'x*y = {x*y}')\n", + "print(f'x/y = {x/y}')\n", + "print()\n", + "print()\n", + "print(f'+ = {torch.add(x, y)}\\n- = {torch.sub(x, y)}\\n* = {torch.mul(x, y)}\\n / = {torch.div(x, y)}')" + ], + "execution_count": 8, + "outputs": [ + { + "output_type": "stream", + "text": [ + "x+y = tensor([1.0303, 1.8235, 1.5896, 1.5283, 1.1601, 1.3832, 1.5225, 1.8366, 1.9050,\n", + " 1.3865], dtype=torch.float64)\n", + "x-y = tensor([0.9697, 0.1765, 0.4104, 0.4717, 0.8399, 0.6168, 0.4775, 0.1634, 0.0950,\n", + " 0.6135], dtype=torch.float64)\n", + "x*y = tensor([0.0303, 0.8235, 0.5896, 0.5283, 0.1601, 0.3832, 0.5225, 0.8366, 0.9050,\n", + " 0.3865], dtype=torch.float64)\n", + "x/y = tensor([33.0262, 1.2143, 1.6961, 1.8927, 6.2472, 2.6097, 1.9137, 1.1953,\n", + " 1.1050, 2.5872], dtype=torch.float64)\n", + "\n", + "\n", + "+ = tensor([1.0303, 1.8235, 1.5896, 1.5283, 1.1601, 1.3832, 1.5225, 1.8366, 1.9050,\n", + " 1.3865], dtype=torch.float64)\n", + "- = tensor([0.9697, 0.1765, 0.4104, 0.4717, 0.8399, 0.6168, 0.4775, 0.1634, 0.0950,\n", + " 0.6135], dtype=torch.float64)\n", + "* = tensor([0.0303, 0.8235, 0.5896, 0.5283, 0.1601, 0.3832, 0.5225, 0.8366, 0.9050,\n", + " 0.3865], dtype=torch.float64)\n", + " / = tensor([33.0262, 1.2143, 1.6961, 1.8927, 6.2472, 2.6097, 1.9137, 1.1953,\n", + " 1.1050, 2.5872], dtype=torch.float64)\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "LCFvxdHI5NrL", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 156 + }, + "outputId": "6fbb7fe3-d571-402e-e230-1a42d3903722" + }, + "source": [ + "print(f'y+x={y.add_(x)}\\ny-x={y.sub_(x)}\\ny*x={y.mul_(x)}\\ny/x={y.div_(x)}')" + ], + "execution_count": 9, + "outputs": [ + { + "output_type": "stream", + "text": [ + "y+x=tensor([1.0303, 1.8235, 1.5896, 1.5283, 1.1601, 1.3832, 1.5225, 1.8366, 1.9050,\n", + " 1.3865])\n", + "y-x=tensor([0.0303, 0.8235, 0.5896, 0.5283, 0.1601, 0.3832, 0.5225, 0.8366, 0.9050,\n", + " 0.3865])\n", + "y*x=tensor([0.0303, 0.8235, 0.5896, 0.5283, 0.1601, 0.3832, 0.5225, 0.8366, 0.9050,\n", + " 0.3865])\n", + "y/x=tensor([0.0303, 0.8235, 0.5896, 0.5283, 0.1601, 0.3832, 0.5225, 0.8366, 0.9050,\n", + " 0.3865])\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "Bwr31_Bc56Gj", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "outputId": "6581df8e-ecc4-4b4f-fc9f-8008774a5ab3" + }, + "source": [ + "print(x[1:])" + ], + "execution_count": 10, + "outputs": [ + { + "output_type": "stream", + "text": [ + "tensor([1., 1., 1., 1., 1., 1., 1., 1., 1.], dtype=torch.float64)\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "SN4QORYa6Fyv", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + }, + "outputId": "b08b32ad-ddeb-4c66-8ba5-bb7975701087" + }, + "source": [ + "x = x.new_ones(4, 4)\n", + "y = x.view(16)\n", + "z = x.view(-1, 8)\n", + "print(x.size(), y.size(), z.size())" + ], + "execution_count": 11, + "outputs": [ + { + "output_type": "stream", + "text": [ + "torch.Size([4, 4]) torch.Size([16]) torch.Size([2, 8])\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "4-iAdAEBFqWM", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 225 + }, + "outputId": "cd749f29-0c94-46b8-f491-777078279e6c" + }, + "source": [ + "b = x.numpy()\n", + "print(b)\n", + "x.add_(10)\n", + "print(x)\n", + "print(b)" + ], + "execution_count": 12, + "outputs": [ + { + "output_type": "stream", + "text": [ + "[[1. 1. 1. 1.]\n", + " [1. 1. 1. 1.]\n", + " [1. 1. 1. 1.]\n", + " [1. 1. 1. 1.]]\n", + "tensor([[11., 11., 11., 11.],\n", + " [11., 11., 11., 11.],\n", + " [11., 11., 11., 11.],\n", + " [11., 11., 11., 11.]], dtype=torch.float64)\n", + "[[11. 11. 11. 11.]\n", + " [11. 11. 11. 11.]\n", + " [11. 11. 11. 11.]\n", + " [11. 11. 11. 11.]]\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "Z-OrXN4HJsd6", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 52 + }, + "outputId": "09c91ad3-03a1-4919-d198-c7b0590a0dc6" + }, + "source": [ + "import numpy as np\n", + "a = np.zeros(5)\n", + "b = torch.from_numpy(a)\n", + "np.add(a, 1, out=a)\n", + "print(a)\n", + "print(b)" + ], + "execution_count": 13, + "outputs": [ + { + "output_type": "stream", + "text": [ + "[1. 1. 1. 1. 1.]\n", + "tensor([1., 1., 1., 1., 1.], dtype=torch.float64)\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "5lSwNDTzKEH2", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 156 + }, + "outputId": "f49e5c41-1005-4fe2-b14e-71f019ae6294" + }, + "source": [ + "if torch.cuda.is_available():\n", + " device = torch.device(\"cuda\") \n", + " y = torch.ones_like(x, device=device) \n", + " x = x.to(device) \n", + " z = x + y\n", + " print(z)\n", + " print(z.to(\"cpu\", torch.double)) " + ], + "execution_count": 14, + "outputs": [ + { + "output_type": "stream", + "text": [ + "tensor([[12., 12., 12., 12.],\n", + " [12., 12., 12., 12.],\n", + " [12., 12., 12., 12.],\n", + " [12., 12., 12., 12.]], device='cuda:0', dtype=torch.float64)\n", + "tensor([[12., 12., 12., 12.],\n", + " [12., 12., 12., 12.],\n", + " [12., 12., 12., 12.],\n", + " [12., 12., 12., 12.]], dtype=torch.float64)\n" + ], + "name": "stdout" + } + ] + } + ] +} \ No newline at end of file From c1a032539625e9221ff5471dad05aa29657f3b94 Mon Sep 17 00:00:00 2001 From: Hari Krishnan U Date: Mon, 8 Jun 2020 14:38:50 +0530 Subject: [PATCH 017/113] Create Day2-task.py --- Tasks/daily tasks/Hari Krishnan/Day2-task.py | 15 +++++++++++++++ 1 file changed, 15 insertions(+) create mode 100644 Tasks/daily tasks/Hari Krishnan/Day2-task.py diff --git a/Tasks/daily tasks/Hari Krishnan/Day2-task.py b/Tasks/daily tasks/Hari Krishnan/Day2-task.py new file mode 100644 index 0000000..0b98727 --- /dev/null +++ b/Tasks/daily tasks/Hari Krishnan/Day2-task.py @@ -0,0 +1,15 @@ +import numpy as np +import torch + +# Creating numpy array of the specified type +a = np.empty((5, 3)) +b = np.empty((3, 4)) + +# Converting numpy array to Torch tensors +a = torch.from_numpy(a) +b = torch.from_numpy(b) + +# Multiplying two tensors +c = torch.mm(a, b) + +print(c) From 6c30b5571aefe45802a78077da93f4c3fff41f12 Mon Sep 17 00:00:00 2001 From: randheerrrk Date: Mon, 8 Jun 2020 14:42:40 +0530 Subject: [PATCH 018/113] deleted old files --- Tasks/registration_task/main.py | 39 -------------------------------- Tasks/registration_task/setup.py | 14 ------------ Tasks/registration_task/test.py | 13 ----------- 3 files changed, 66 deletions(-) delete mode 100644 Tasks/registration_task/main.py delete mode 100644 Tasks/registration_task/setup.py delete mode 100644 Tasks/registration_task/test.py diff --git a/Tasks/registration_task/main.py b/Tasks/registration_task/main.py deleted file mode 100644 index d14706c..0000000 --- a/Tasks/registration_task/main.py +++ /dev/null @@ -1,39 +0,0 @@ -""" -Implement the linear regression model using python and numpy in the following class. -The method fit() should take inputs like, -x = [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9]] -y = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] -""" - -import numpy as np - -class LinearRegression(object): - """ - An implementation of linear regression model - """ - def __init__(self): - self.W = None - self.b = None - self.lr = 0.001 - - def fit(self, X, y): - X = np.array(X) - m, train_X_shape= X.shape - self.W = np.zeros(train_X_shape) - self.b = 0 - for _ in range(10000) : - #calculate prediction - y_pred = np.dot(X, self.W) + self.b - #calculate gradients for weight updation - dw = 1 / m * np.dot(X.T, (y_pred-y)) - db = 1/ m * np.sum(y_pred-y) - - #weight updation - self.W = self.W - self.lr*dw - self.b = self.W - self.lr*db - - def predict(self, X): - y_pred = np.floor((np.dot(X, self.W) + self.b)) - return [int(x) for x in y_pred] - - diff --git a/Tasks/registration_task/setup.py b/Tasks/registration_task/setup.py deleted file mode 100644 index 6ced2f9..0000000 --- a/Tasks/registration_task/setup.py +++ /dev/null @@ -1,14 +0,0 @@ -from setuptools import setup, find_packages - -requirements = [ - "numpy", - "pytest" -] - -setup( - name="registration-task", - version="0.0.1", - zip_safe=False, - packages=find_packages(exclude=['tests']), - include_package_data=True, - install_requires=requirements) diff --git a/Tasks/registration_task/test.py b/Tasks/registration_task/test.py deleted file mode 100644 index 3b4460c..0000000 --- a/Tasks/registration_task/test.py +++ /dev/null @@ -1,13 +0,0 @@ -import pytest -from main import LinearRegression -x = [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9]] - -y = [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] -model = LinearRegression() - -model.fit(x, y) -linear_test_set = [([[10]], 12), ([[11]], 13)] - -@pytest.mark.parametrize(("ip", "op"), linear_test_set) -def test_code(ip, op): - assert int(model.predict(ip)[0]) == op \ No newline at end of file From 471c5439b0225ca768488914bd0825420a18b797 Mon Sep 17 00:00:00 2001 From: Offmannn <50699681+offmannn@users.noreply.github.com> Date: Mon, 8 Jun 2020 14:54:36 +0530 Subject: [PATCH 019/113] Create Task.py --- Tasks/daily tasks/ranjith/Task.py | 1 + 1 file changed, 1 insertion(+) create mode 100644 Tasks/daily tasks/ranjith/Task.py diff --git a/Tasks/daily tasks/ranjith/Task.py b/Tasks/daily tasks/ranjith/Task.py new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/Tasks/daily tasks/ranjith/Task.py @@ -0,0 +1 @@ + From 417111cf00c5017d653006d0e4ecdc3e936cba7a Mon Sep 17 00:00:00 2001 From: Offmannn <50699681+offmannn@users.noreply.github.com> Date: Mon, 8 Jun 2020 14:55:28 +0530 Subject: [PATCH 020/113] Delete Task.py --- Tasks/daily tasks/ranjith/Task.py | 1 - 1 file changed, 1 deletion(-) delete mode 100644 Tasks/daily tasks/ranjith/Task.py diff --git a/Tasks/daily tasks/ranjith/Task.py b/Tasks/daily tasks/ranjith/Task.py deleted file mode 100644 index 8b13789..0000000 --- a/Tasks/daily tasks/ranjith/Task.py +++ /dev/null @@ -1 +0,0 @@ - From ec34c90e68f62ecf9bc079b26e84ce9614f3863b Mon Sep 17 00:00:00 2001 From: randheerrrk Date: Mon, 8 Jun 2020 14:55:49 +0530 Subject: [PATCH 021/113] updated files --- Tasks/daily tasks/Randheerrrk/task1.py | 13 + .../Randheerrrk/tinkerhub_daily_task_1.ipynb | 409 ------------------ 2 files changed, 13 insertions(+), 409 deletions(-) create mode 100644 Tasks/daily tasks/Randheerrrk/task1.py delete mode 100644 Tasks/daily tasks/Randheerrrk/tinkerhub_daily_task_1.ipynb diff --git a/Tasks/daily tasks/Randheerrrk/task1.py b/Tasks/daily tasks/Randheerrrk/task1.py new file mode 100644 index 0000000..a556a08 --- /dev/null +++ b/Tasks/daily tasks/Randheerrrk/task1.py @@ -0,0 +1,13 @@ +# -*- coding: utf-8 -*- +"""task1 + +Automatically generated by Colaboratory. + +Original file is located at + https://colab.research.google.com/drive/1KiNRo7ltyENDERowPkIDEJ1uWrDw2h4n +""" + +import torch as pt +import numpy as np + +print(pt.matmul(pt.from_numpy(np.random.randn(5, 3)), pt.from_numpy(np.random.randn(3, 4)))) \ No newline at end of file diff --git a/Tasks/daily tasks/Randheerrrk/tinkerhub_daily_task_1.ipynb b/Tasks/daily tasks/Randheerrrk/tinkerhub_daily_task_1.ipynb deleted file mode 100644 index e727505..0000000 --- a/Tasks/daily tasks/Randheerrrk/tinkerhub_daily_task_1.ipynb +++ /dev/null @@ -1,409 +0,0 @@ -{ - "nbformat": 4, - "nbformat_minor": 0, - "metadata": { - "colab": { - "name": "Untitled6.ipynb", - "provenance": [] - }, - "kernelspec": { - "name": "python3", - "display_name": "Python 3" - }, - "accelerator": "GPU" - }, - "cells": [ - { - "cell_type": "code", - "metadata": { - "id": "BCUiN63F2Njk", - "colab_type": "code", - "colab": {} - }, - "source": [ - "import torch" - ], - "execution_count": 0, - "outputs": [] - }, - { - "cell_type": "code", - "metadata": { - "id": "iEIf0Mvn2dun", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 69 - }, - "outputId": "a1611487-5549-4f00-b089-0cc92aa09c29" - }, - "source": [ - "x = torch.empty(3, 3)\n", - "print(x)" - ], - "execution_count": 3, - "outputs": [ - { - "output_type": "stream", - "text": [ - "tensor([[6.5990e-36, 0.0000e+00, 3.3631e-44],\n", - " [0.0000e+00, nan, 4.4842e-44],\n", - " [1.1578e+27, 1.1362e+30, 7.1547e+22]])\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "DL4mEsJJ2qpp", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 69 - }, - "outputId": "0a990a47-3b91-4b44-b215-7a11ac441538" - }, - "source": [ - "x = torch.rand(3, 3)\n", - "print(x)" - ], - "execution_count": 4, - "outputs": [ - { - "output_type": "stream", - "text": [ - "tensor([[0.3148, 0.5240, 0.0209],\n", - " [0.4237, 0.8674, 0.4590],\n", - " [0.1805, 0.5817, 0.0097]])\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "p1qloToQ2z7s", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 69 - }, - "outputId": "91a2f8fe-f7a3-476e-8f6a-2e837a75564e" - }, - "source": [ - "x = torch.zeros(3, 3, dtype=torch.float32)\n", - "print(x)" - ], - "execution_count": 5, - "outputs": [ - { - "output_type": "stream", - "text": [ - "tensor([[0., 0., 0.],\n", - " [0., 0., 0.],\n", - " [0., 0., 0.]])\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "f8OX6IwU2_TY", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 34 - }, - "outputId": "a93c9f01-e586-4547-bbe3-7261095207aa" - }, - "source": [ - "x = torch.tensor([ x for x in range(0, 20) if x % 2 == 0])\n", - "print(x)" - ], - "execution_count": 6, - "outputs": [ - { - "output_type": "stream", - "text": [ - "tensor([ 0, 2, 4, 6, 8, 10, 12, 14, 16, 18])\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "_TVIhFKm3W_W", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 34 - }, - "outputId": "28e46eaa-2c2d-438c-89aa-5ba9a9b69b55" - }, - "source": [ - "x = x.new_ones(x.size(), dtype=torch.double)\n", - "print(x)" - ], - "execution_count": 7, - "outputs": [ - { - "output_type": "stream", - "text": [ - "tensor([1., 1., 1., 1., 1., 1., 1., 1., 1., 1.], dtype=torch.float64)\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "v-wXZfJa32uc", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 330 - }, - "outputId": "6dc9338e-db1e-47ae-b018-b34343cc2043" - }, - "source": [ - "y = torch.rand(x.size())\n", - "print(f'x+y = {x+y}')\n", - "print(f'x-y = {x-y}')\n", - "print(f'x*y = {x*y}')\n", - "print(f'x/y = {x/y}')\n", - "print()\n", - "print()\n", - "print(f'+ = {torch.add(x, y)}\\n- = {torch.sub(x, y)}\\n* = {torch.mul(x, y)}\\n / = {torch.div(x, y)}')" - ], - "execution_count": 8, - "outputs": [ - { - "output_type": "stream", - "text": [ - "x+y = tensor([1.0303, 1.8235, 1.5896, 1.5283, 1.1601, 1.3832, 1.5225, 1.8366, 1.9050,\n", - " 1.3865], dtype=torch.float64)\n", - "x-y = tensor([0.9697, 0.1765, 0.4104, 0.4717, 0.8399, 0.6168, 0.4775, 0.1634, 0.0950,\n", - " 0.6135], dtype=torch.float64)\n", - "x*y = tensor([0.0303, 0.8235, 0.5896, 0.5283, 0.1601, 0.3832, 0.5225, 0.8366, 0.9050,\n", - " 0.3865], dtype=torch.float64)\n", - "x/y = tensor([33.0262, 1.2143, 1.6961, 1.8927, 6.2472, 2.6097, 1.9137, 1.1953,\n", - " 1.1050, 2.5872], dtype=torch.float64)\n", - "\n", - "\n", - "+ = tensor([1.0303, 1.8235, 1.5896, 1.5283, 1.1601, 1.3832, 1.5225, 1.8366, 1.9050,\n", - " 1.3865], dtype=torch.float64)\n", - "- = tensor([0.9697, 0.1765, 0.4104, 0.4717, 0.8399, 0.6168, 0.4775, 0.1634, 0.0950,\n", - " 0.6135], dtype=torch.float64)\n", - "* = tensor([0.0303, 0.8235, 0.5896, 0.5283, 0.1601, 0.3832, 0.5225, 0.8366, 0.9050,\n", - " 0.3865], dtype=torch.float64)\n", - " / = tensor([33.0262, 1.2143, 1.6961, 1.8927, 6.2472, 2.6097, 1.9137, 1.1953,\n", - " 1.1050, 2.5872], dtype=torch.float64)\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "LCFvxdHI5NrL", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 156 - }, - "outputId": "6fbb7fe3-d571-402e-e230-1a42d3903722" - }, - "source": [ - "print(f'y+x={y.add_(x)}\\ny-x={y.sub_(x)}\\ny*x={y.mul_(x)}\\ny/x={y.div_(x)}')" - ], - "execution_count": 9, - "outputs": [ - { - "output_type": "stream", - "text": [ - "y+x=tensor([1.0303, 1.8235, 1.5896, 1.5283, 1.1601, 1.3832, 1.5225, 1.8366, 1.9050,\n", - " 1.3865])\n", - "y-x=tensor([0.0303, 0.8235, 0.5896, 0.5283, 0.1601, 0.3832, 0.5225, 0.8366, 0.9050,\n", - " 0.3865])\n", - "y*x=tensor([0.0303, 0.8235, 0.5896, 0.5283, 0.1601, 0.3832, 0.5225, 0.8366, 0.9050,\n", - " 0.3865])\n", - "y/x=tensor([0.0303, 0.8235, 0.5896, 0.5283, 0.1601, 0.3832, 0.5225, 0.8366, 0.9050,\n", - " 0.3865])\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "Bwr31_Bc56Gj", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 34 - }, - "outputId": "6581df8e-ecc4-4b4f-fc9f-8008774a5ab3" - }, - "source": [ - "print(x[1:])" - ], - "execution_count": 10, - "outputs": [ - { - "output_type": "stream", - "text": [ - "tensor([1., 1., 1., 1., 1., 1., 1., 1., 1.], dtype=torch.float64)\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "SN4QORYa6Fyv", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 34 - }, - "outputId": "b08b32ad-ddeb-4c66-8ba5-bb7975701087" - }, - "source": [ - "x = x.new_ones(4, 4)\n", - "y = x.view(16)\n", - "z = x.view(-1, 8)\n", - "print(x.size(), y.size(), z.size())" - ], - "execution_count": 11, - "outputs": [ - { - "output_type": "stream", - "text": [ - "torch.Size([4, 4]) torch.Size([16]) torch.Size([2, 8])\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "4-iAdAEBFqWM", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 225 - }, - "outputId": "cd749f29-0c94-46b8-f491-777078279e6c" - }, - "source": [ - "b = x.numpy()\n", - "print(b)\n", - "x.add_(10)\n", - "print(x)\n", - "print(b)" - ], - "execution_count": 12, - "outputs": [ - { - "output_type": "stream", - "text": [ - "[[1. 1. 1. 1.]\n", - " [1. 1. 1. 1.]\n", - " [1. 1. 1. 1.]\n", - " [1. 1. 1. 1.]]\n", - "tensor([[11., 11., 11., 11.],\n", - " [11., 11., 11., 11.],\n", - " [11., 11., 11., 11.],\n", - " [11., 11., 11., 11.]], dtype=torch.float64)\n", - "[[11. 11. 11. 11.]\n", - " [11. 11. 11. 11.]\n", - " [11. 11. 11. 11.]\n", - " [11. 11. 11. 11.]]\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "Z-OrXN4HJsd6", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 52 - }, - "outputId": "09c91ad3-03a1-4919-d198-c7b0590a0dc6" - }, - "source": [ - "import numpy as np\n", - "a = np.zeros(5)\n", - "b = torch.from_numpy(a)\n", - "np.add(a, 1, out=a)\n", - "print(a)\n", - "print(b)" - ], - "execution_count": 13, - "outputs": [ - { - "output_type": "stream", - "text": [ - "[1. 1. 1. 1. 1.]\n", - "tensor([1., 1., 1., 1., 1.], dtype=torch.float64)\n" - ], - "name": "stdout" - } - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "5lSwNDTzKEH2", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 156 - }, - "outputId": "f49e5c41-1005-4fe2-b14e-71f019ae6294" - }, - "source": [ - "if torch.cuda.is_available():\n", - " device = torch.device(\"cuda\") \n", - " y = torch.ones_like(x, device=device) \n", - " x = x.to(device) \n", - " z = x + y\n", - " print(z)\n", - " print(z.to(\"cpu\", torch.double)) " - ], - "execution_count": 14, - "outputs": [ - { - "output_type": "stream", - "text": [ - "tensor([[12., 12., 12., 12.],\n", - " [12., 12., 12., 12.],\n", - " [12., 12., 12., 12.],\n", - " [12., 12., 12., 12.]], device='cuda:0', dtype=torch.float64)\n", - "tensor([[12., 12., 12., 12.],\n", - " [12., 12., 12., 12.],\n", - " [12., 12., 12., 12.],\n", - " [12., 12., 12., 12.]], dtype=torch.float64)\n" - ], - "name": "stdout" - } - ] - } - ] -} \ No newline at end of file From dfc6b206154b01cb839025fb94d5a22312fb5c3e Mon Sep 17 00:00:00 2001 From: Offmannn <50699681+offmannn@users.noreply.github.com> Date: Mon, 8 Jun 2020 14:58:16 +0530 Subject: [PATCH 022/113] Create T.py --- Tasks/daily tasks/ranjith/T.py | 1 + 1 file changed, 1 insertion(+) create mode 100644 Tasks/daily tasks/ranjith/T.py diff --git a/Tasks/daily tasks/ranjith/T.py b/Tasks/daily tasks/ranjith/T.py new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/Tasks/daily tasks/ranjith/T.py @@ -0,0 +1 @@ + From ccd281c6db5356c18e397bc8fc832c4fd19b0a80 Mon Sep 17 00:00:00 2001 From: Offmannn <50699681+offmannn@users.noreply.github.com> Date: Mon, 8 Jun 2020 15:05:07 +0530 Subject: [PATCH 023/113] Created using Colaboratory --- Tasks/daily tasks/ranjith/task1.ipynb | 278 ++++++++++++++++++++++++++ 1 file changed, 278 insertions(+) create mode 100644 Tasks/daily tasks/ranjith/task1.ipynb diff --git a/Tasks/daily tasks/ranjith/task1.ipynb b/Tasks/daily tasks/ranjith/task1.ipynb new file mode 100644 index 0000000..ca9fccb --- /dev/null +++ b/Tasks/daily tasks/ranjith/task1.ipynb @@ -0,0 +1,278 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "name": "Copy of Ranjith.ipynb", + "provenance": [], + "collapsed_sections": [], + "authorship_tag": "ABX9TyNhhN1SrmOkGeKRAbPtOxT5", + "include_colab_link": true + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + } + }, + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "view-in-github", + "colab_type": "text" + }, + "source": [ + "
\"Open" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "MKSmh4ISNpsz", + "colab_type": "code", + "colab": {} + }, + "source": [ + "import torch\n", + "import numpy as np" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "p2rMb2kPUYV5", + "colab_type": "code", + "outputId": "86bd996d-2708-407d-e430-0aa9566fa5ec", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 175 + } + }, + "source": [ + "q=np.random.rand(5,3)\n", + "print(q)\n", + "w=np.random.rand(3,4)\n", + "print(w)" + ], + "execution_count": 0, + "outputs": [ + { + "output_type": "stream", + "text": [ + "[[0.65072886 0.22845178 0.37238782]\n", + " [0.02598699 0.2367949 0.32273151]\n", + " [0.89165286 0.87121422 0.42468716]\n", + " [0.53881627 0.73737358 0.39073533]\n", + " [0.0239398 0.25109741 0.79745952]]\n", + "[[0.19169847 0.06496339 0.05681413 0.06623118]\n", + " [0.23049396 0.48585222 0.14580906 0.70743965]\n", + " [0.69193729 0.12576003 0.02682567 0.65850077]]\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "mImmmTrQVC_s", + "colab_type": "code", + "outputId": "37798ad8-caa9-4a4f-b8d2-2246879ae9b9", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 210 + } + }, + "source": [ + "e=torch.from_numpy(q)\n", + "e.mul_(0);e.add_(2)\n", + "print(e)\n", + "print(q)" + ], + "execution_count": 0, + "outputs": [ + { + "output_type": "stream", + "text": [ + "tensor([[2., 2., 2.],\n", + " [2., 2., 2.],\n", + " [2., 2., 2.],\n", + " [2., 2., 2.],\n", + " [2., 2., 2.]], dtype=torch.float64)\n", + "[[2. 2. 2.]\n", + " [2. 2. 2.]\n", + " [2. 2. 2.]\n", + " [2. 2. 2.]\n", + " [2. 2. 2.]]\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "GVqQuZZRV2zW", + "colab_type": "code", + "outputId": "0fb1bef3-8040-44f5-cf34-d10c29d0e323", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 141 + } + }, + "source": [ + "r=torch.tensor(w)\n", + "r.mul_(0);r.add_(2)\n", + "print(r)\n", + "print(w)" + ], + "execution_count": 0, + "outputs": [ + { + "output_type": "stream", + "text": [ + "tensor([[2., 2., 2., 2.],\n", + " [2., 2., 2., 2.],\n", + " [2., 2., 2., 2.]], dtype=torch.float64)\n", + "[[0.19169847 0.06496339 0.05681413 0.06623118]\n", + " [0.23049396 0.48585222 0.14580906 0.70743965]\n", + " [0.69193729 0.12576003 0.02682567 0.65850077]]\n" + ], + "name": "stdout" + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "hC-8TZAJWGHE", + "colab_type": "code", + "outputId": "33e77434-9b11-4e70-8bfd-67decd36a1b4", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 123 + } + }, + "source": [ + "y=np.matmul(q,r)\n", + "y" + ], + "execution_count": 0, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "tensor([[12., 12., 12., 12.],\n", + " [12., 12., 12., 12.],\n", + " [12., 12., 12., 12.],\n", + " [12., 12., 12., 12.],\n", + " [12., 12., 12., 12.]], dtype=torch.float64)" + ] + }, + "metadata": { + "tags": [] + }, + "execution_count": 118 + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "Z5jVWgfpYUzz", + "colab_type": "code", + "outputId": "698d2b6b-336f-473c-ab2c-e6bc42bc83ad", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 123 + } + }, + "source": [ + "z=torch.matmul(e,r)\n", + "z" + ], + "execution_count": 0, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "tensor([[12., 12., 12., 12.],\n", + " [12., 12., 12., 12.],\n", + " [12., 12., 12., 12.],\n", + " [12., 12., 12., 12.],\n", + " [12., 12., 12., 12.]], dtype=torch.float64)" + ] + }, + "metadata": { + "tags": [] + }, + "execution_count": 125 + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "v8iknHx4bY8b", + "colab_type": "code", + "outputId": "59c48aaa-98ab-4916-acf8-66d9dcb10f08", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + } + }, + "source": [ + "type(r)" + ], + "execution_count": 0, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "torch.Tensor" + ] + }, + "metadata": { + "tags": [] + }, + "execution_count": 123 + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "CkuhfCgXcN66", + "colab_type": "code", + "outputId": "8b01fbe3-9767-4ba4-92fe-29c9cd798159", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + } + }, + "source": [ + "type(q)" + ], + "execution_count": 0, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "numpy.ndarray" + ] + }, + "metadata": { + "tags": [] + }, + "execution_count": 124 + } + ] + } + ] +} \ No newline at end of file From 48c8391f8bbb9a866504ef6be17e1c007d3e5a8a Mon Sep 17 00:00:00 2001 From: Offmannn <50699681+offmannn@users.noreply.github.com> Date: Mon, 8 Jun 2020 15:06:52 +0530 Subject: [PATCH 024/113] Delete T.py --- Tasks/daily tasks/ranjith/T.py | 1 - 1 file changed, 1 deletion(-) delete mode 100644 Tasks/daily tasks/ranjith/T.py diff --git a/Tasks/daily tasks/ranjith/T.py b/Tasks/daily tasks/ranjith/T.py deleted file mode 100644 index 8b13789..0000000 --- a/Tasks/daily tasks/ranjith/T.py +++ /dev/null @@ -1 +0,0 @@ - From 5d16cf18ef6b6d16dbef2fcbcae6a09bade99626 Mon Sep 17 00:00:00 2001 From: Issac Antony Date: Mon, 8 Jun 2020 15:34:42 +0530 Subject: [PATCH 025/113] task1 --- .vscode/settings.json | 6 ++++++ Tasks/daily tasks/Issac_Antony/.gitkeep | 2 +- Tasks/daily tasks/Issac_Antony/a.gitkeep | 2 +- Tasks/daily tasks/Issac_Antony/task_day2.py | 17 +++++++++++++++++ 4 files changed, 25 insertions(+), 2 deletions(-) create mode 100644 .vscode/settings.json create mode 100644 Tasks/daily tasks/Issac_Antony/task_day2.py diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000..b282efd --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,6 @@ +{ + "python.pythonPath": "/usr/bin/python3", + "python.linting.enabled": true, + "python.linting.pylintEnabled": false, + "python.linting.banditEnabled": true +} \ No newline at end of file diff --git a/Tasks/daily tasks/Issac_Antony/.gitkeep b/Tasks/daily tasks/Issac_Antony/.gitkeep index 72943a1..8b13789 100644 --- a/Tasks/daily tasks/Issac_Antony/.gitkeep +++ b/Tasks/daily tasks/Issac_Antony/.gitkeep @@ -1 +1 @@ -aaa + diff --git a/Tasks/daily tasks/Issac_Antony/a.gitkeep b/Tasks/daily tasks/Issac_Antony/a.gitkeep index 5d308e1..8b13789 100644 --- a/Tasks/daily tasks/Issac_Antony/a.gitkeep +++ b/Tasks/daily tasks/Issac_Antony/a.gitkeep @@ -1 +1 @@ -aaaa + diff --git a/Tasks/daily tasks/Issac_Antony/task_day2.py b/Tasks/daily tasks/Issac_Antony/task_day2.py new file mode 100644 index 0000000..61faaa7 --- /dev/null +++ b/Tasks/daily tasks/Issac_Antony/task_day2.py @@ -0,0 +1,17 @@ +import torch +import numpy as np + +a_numpy = np.random.randn(5, 3) +b_numpy = np.ones((3, 4), dtype=float) + +print(a_numpy) +print(b_numpy) + +a_torch = torch.from_numpy(a_numpy) +b_torch = torch.from_numpy(b_numpy) + +print(a_torch) +print(b_torch) + +mul = torch.mm(a_torch, b_torch) +print(mul) From 498988ed5346782f4d8e2bf4cb1825cf8674d226 Mon Sep 17 00:00:00 2001 From: muhammadbasilv <66244819+muhammadbasilv@users.noreply.github.com> Date: Mon, 8 Jun 2020 15:37:49 +0530 Subject: [PATCH 026/113] Create day2.py --- Tasks/daily tasks/basil/day2.py | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 Tasks/daily tasks/basil/day2.py diff --git a/Tasks/daily tasks/basil/day2.py b/Tasks/daily tasks/basil/day2.py new file mode 100644 index 0000000..ba9b4cc --- /dev/null +++ b/Tasks/daily tasks/basil/day2.py @@ -0,0 +1,7 @@ +import torch +import numpy as np +a=np.random.rand(5,3) +b=np.random.rand(3,4) +tensor_a=torch.from_numpy(a) +tensor_b=torch.from_numpy(b) +print(torch.mm(tensor_a,tensor_b)) From ef02b0e15884c50c13d2c1c835e6e94f7d22cc98 Mon Sep 17 00:00:00 2001 From: farhan-najeeb Date: Mon, 8 Jun 2020 15:37:56 +0530 Subject: [PATCH 027/113] created folder Farhan_Najeeb in daily tasks --- Tasks/daily tasks/Farhan_Najeeb/day_2_task.py | 11 +++++++++++ 1 file changed, 11 insertions(+) create mode 100644 Tasks/daily tasks/Farhan_Najeeb/day_2_task.py diff --git a/Tasks/daily tasks/Farhan_Najeeb/day_2_task.py b/Tasks/daily tasks/Farhan_Najeeb/day_2_task.py new file mode 100644 index 0000000..7e71d59 --- /dev/null +++ b/Tasks/daily tasks/Farhan_Najeeb/day_2_task.py @@ -0,0 +1,11 @@ +import torch +import numpy as np + + +x = np.ones((5, 3)) +print(x) +y = np.random.randn(3, 4) +print(y) +x = torch.from_numpy(x) +y = torch.from_numpy(y) +print(torch.mm(x, y)) From 2d1a6b0c28068322171c8cefbf763025f4a485c8 Mon Sep 17 00:00:00 2001 From: KavyaV00 <44108726+KavyaV00@users.noreply.github.com> Date: Mon, 8 Jun 2020 16:38:01 +0530 Subject: [PATCH 028/113] Create day2.py --- Tasks/KavyaV/day2.py | 8 ++++++++ 1 file changed, 8 insertions(+) create mode 100644 Tasks/KavyaV/day2.py diff --git a/Tasks/KavyaV/day2.py b/Tasks/KavyaV/day2.py new file mode 100644 index 0000000..585e873 --- /dev/null +++ b/Tasks/KavyaV/day2.py @@ -0,0 +1,8 @@ +import torch +import numpy as np + +np_arr1 = np.arange(15).reshape(5,3) +np_arr2 = np.arange(12).reshape(3,4) +tensor1 = torch.from_numpy(np_arr1) +tensor2 = torch.from_numpy(np_arr2) +print(torch.matmul(tensor1,tensor2)) From 17770a32dfb8e0635dd5dc0eecd59cf67f608a93 Mon Sep 17 00:00:00 2001 From: Paul Elias Sojan Date: Mon, 8 Jun 2020 16:46:12 +0530 Subject: [PATCH 029/113] Create day2_task.py --- Tasks/daily tasks/Paul Elias Sojan/day2_task.py | 11 +++++++++++ 1 file changed, 11 insertions(+) create mode 100644 Tasks/daily tasks/Paul Elias Sojan/day2_task.py diff --git a/Tasks/daily tasks/Paul Elias Sojan/day2_task.py b/Tasks/daily tasks/Paul Elias Sojan/day2_task.py new file mode 100644 index 0000000..ac65502 --- /dev/null +++ b/Tasks/daily tasks/Paul Elias Sojan/day2_task.py @@ -0,0 +1,11 @@ +import numpy as np +import torch + +arr1=np.random.rand(5,3) +arr2=np.random.rand(3,4) + +t1=torch.from_numpy(arr1) +t2=torch.from_numpy(arr2) + +print(torch.matmul(t1,t2)) + From d41b2593001bc7cbbead6bcc09af839618deffe6 Mon Sep 17 00:00:00 2001 From: JAMCVP <48785731+JAMCVP@users.noreply.github.com> Date: Mon, 8 Jun 2020 17:08:25 +0530 Subject: [PATCH 030/113] Create task1.py --- Tasks/daily tasks/Jamcey_V_P/task1.py | 9 +++++++++ 1 file changed, 9 insertions(+) create mode 100644 Tasks/daily tasks/Jamcey_V_P/task1.py diff --git a/Tasks/daily tasks/Jamcey_V_P/task1.py b/Tasks/daily tasks/Jamcey_V_P/task1.py new file mode 100644 index 0000000..0eefbda --- /dev/null +++ b/Tasks/daily tasks/Jamcey_V_P/task1.py @@ -0,0 +1,9 @@ +import torch +import numpy as np + +a =np.random.randint(5,size = (5,3)) +b =np.random.randint(5,size = (3,4)) +a_tensor = torch.from_numpy(a) +b_tensor = torch.from_numpy(b) +result = torch.matmul(a_tensor,b_tensor) +print(result) From a6f6b6a26d28957d4c981f7886df284435ccce1b Mon Sep 17 00:00:00 2001 From: Rinsa Fathima Date: Mon, 8 Jun 2020 18:24:53 +0530 Subject: [PATCH 031/113] day 2 task completed --- Tasks/daily tasks/Rinsa Fathima CM/day2_task.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 Tasks/daily tasks/Rinsa Fathima CM/day2_task.py diff --git a/Tasks/daily tasks/Rinsa Fathima CM/day2_task.py b/Tasks/daily tasks/Rinsa Fathima CM/day2_task.py new file mode 100644 index 0000000..e13caa7 --- /dev/null +++ b/Tasks/daily tasks/Rinsa Fathima CM/day2_task.py @@ -0,0 +1,14 @@ +import numpy as np +import torch + +#creating numpy arrays +a=np.random.randint(15,size=(5,3)) +b=np.random.randint(5,size=(3,4)) + +#converting numpy arrays to torch tensors +c=torch.from_numpy(a) +d=torch.from_numpy(b) + +#multiplying torch tensors +product=torch.mm(c,d) +print(product) From 953204570ae321e9d9deddbb94948057186ca616 Mon Sep 17 00:00:00 2001 From: lafith Date: Mon, 8 Jun 2020 19:10:45 +0530 Subject: [PATCH 032/113] day 2 task completed --- Tasks/daily tasks/lafith/day2.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 Tasks/daily tasks/lafith/day2.py diff --git a/Tasks/daily tasks/lafith/day2.py b/Tasks/daily tasks/lafith/day2.py new file mode 100644 index 0000000..a1651cf --- /dev/null +++ b/Tasks/daily tasks/lafith/day2.py @@ -0,0 +1,12 @@ +import torch +import numpy as np + +#Create two numpy arrays of size 5x3 and 3x4 +a=np.random.rand(5,3) +b=np.random.rand(3,4) +#Convert them into torch tensors +a_t = torch.from_numpy(a) +b_t = torch.from_numpy(b) +#Multiply the two tensors and print the result +result=torch.matmul(a_t,b_t) +print(result) From 8d51243e4a540fb497cfdf2ffc6f60341dbd027d Mon Sep 17 00:00:00 2001 From: Mohammed Arshu PT <34481775+arshupt@users.noreply.github.com> Date: Mon, 8 Jun 2020 19:21:17 +0530 Subject: [PATCH 033/113] Task1 Uploaded --- Tasks/daily tasks/Mohammed Arshu/task1.py | 11 +++++++++++ 1 file changed, 11 insertions(+) create mode 100644 Tasks/daily tasks/Mohammed Arshu/task1.py diff --git a/Tasks/daily tasks/Mohammed Arshu/task1.py b/Tasks/daily tasks/Mohammed Arshu/task1.py new file mode 100644 index 0000000..260807d --- /dev/null +++ b/Tasks/daily tasks/Mohammed Arshu/task1.py @@ -0,0 +1,11 @@ +from __future__ import print_function +import torch +import numpy as np +a = np.random.rand(5,3) +b = np.random.rand(3,4) +c = torch.from_numpy(a) +d = torch.from_numpy(b) +print(c) +print(d) +e = torch.mm(c,d) +print(e) From 8ff3f8cb9fc1aef8130865bdcbabbcf45578558a Mon Sep 17 00:00:00 2001 From: Mohammed Arshu PT <34481775+arshupt@users.noreply.github.com> Date: Mon, 8 Jun 2020 19:22:27 +0530 Subject: [PATCH 034/113] Update task1.py --- Tasks/daily tasks/Mohammed Arshu/task1.py | 2 -- 1 file changed, 2 deletions(-) diff --git a/Tasks/daily tasks/Mohammed Arshu/task1.py b/Tasks/daily tasks/Mohammed Arshu/task1.py index 260807d..30ff742 100644 --- a/Tasks/daily tasks/Mohammed Arshu/task1.py +++ b/Tasks/daily tasks/Mohammed Arshu/task1.py @@ -5,7 +5,5 @@ b = np.random.rand(3,4) c = torch.from_numpy(a) d = torch.from_numpy(b) -print(c) -print(d) e = torch.mm(c,d) print(e) From 87691cf3ceb49064a4f1994ada3106c0fbc1d7bf Mon Sep 17 00:00:00 2001 From: LijaAlex12 Date: Mon, 8 Jun 2020 20:43:40 +0530 Subject: [PATCH 035/113] added day2Task.py --- Tasks/daily tasks/Lija/day2Task.py | 29 +++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100644 Tasks/daily tasks/Lija/day2Task.py diff --git a/Tasks/daily tasks/Lija/day2Task.py b/Tasks/daily tasks/Lija/day2Task.py new file mode 100644 index 0000000..22d0cd3 --- /dev/null +++ b/Tasks/daily tasks/Lija/day2Task.py @@ -0,0 +1,29 @@ + + +#Create two numpy arrays of size 5x3 and 3x4. +#Convert them into torch tensors. +#Multiply the two tensors and print the result. + +import torch +import numpy as np + +array1=np.random.rand(5,3) +array2=np.random.rand(3,4) + +tensor1=torch.from_numpy(array1) +tensor2=torch.from_numpy(array2) +z=tensor1@tensor2 + + + + + + + + + + + + + + From bffb2f67d622977dac991abbed849107bed7518a Mon Sep 17 00:00:00 2001 From: Fazil Babu Date: Mon, 8 Jun 2020 20:46:23 +0530 Subject: [PATCH 036/113] Added task1.py --- Tasks/daily_tasks/fazil_babu/task1.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 Tasks/daily_tasks/fazil_babu/task1.py diff --git a/Tasks/daily_tasks/fazil_babu/task1.py b/Tasks/daily_tasks/fazil_babu/task1.py new file mode 100644 index 0000000..7040f2d --- /dev/null +++ b/Tasks/daily_tasks/fazil_babu/task1.py @@ -0,0 +1,12 @@ +# Done on day 2 + +import torch +import numpy as np + +arr1 = np.random.randn(5, 3) +arr2 = np.random.randn(3, 4) + +arr1_t = torch.tensor(arr1) +arr2_t = torch.tensor(arr2) + +print(torch.matmul(arr1_t, arr2_t)) \ No newline at end of file From 9c865c6235adf6b67f3faa6cfd7e59ec49e322bb Mon Sep 17 00:00:00 2001 From: Abhinav M Hari <66298497+Thelonenlyhobbist@users.noreply.github.com> Date: Mon, 8 Jun 2020 21:14:53 +0530 Subject: [PATCH 037/113] my day 2 task Sorry for the delay, I was stuck in installing PyTorch, still stuck. --- Tasks/daily tasks/Abhinav M Hari/day_2_task | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 Tasks/daily tasks/Abhinav M Hari/day_2_task diff --git a/Tasks/daily tasks/Abhinav M Hari/day_2_task b/Tasks/daily tasks/Abhinav M Hari/day_2_task new file mode 100644 index 0000000..e4f96ae --- /dev/null +++ b/Tasks/daily tasks/Abhinav M Hari/day_2_task @@ -0,0 +1,14 @@ +import numpy as np +import torch + +#creating numpy arrays +x = np.zeros([5, 3]) +y = np.ones([3, 4]) + +#converting to tensors +x_ = torch.from_numpy(x) +y = torch.from_numpy(y) + +#Multiplying the tensors +z = torch.matmul(x_, y_) +print(z) From 33c9a1391d1116fc22a98f8c5cb7996697941f98 Mon Sep 17 00:00:00 2001 From: Abhinav M Hari <66298497+Thelonenlyhobbist@users.noreply.github.com> Date: Mon, 8 Jun 2020 21:15:23 +0530 Subject: [PATCH 038/113] Rename day_2_task to day_2_task.py --- Tasks/daily tasks/Abhinav M Hari/{day_2_task => day_2_task.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename Tasks/daily tasks/Abhinav M Hari/{day_2_task => day_2_task.py} (100%) diff --git a/Tasks/daily tasks/Abhinav M Hari/day_2_task b/Tasks/daily tasks/Abhinav M Hari/day_2_task.py similarity index 100% rename from Tasks/daily tasks/Abhinav M Hari/day_2_task rename to Tasks/daily tasks/Abhinav M Hari/day_2_task.py From 6ca39fe32e20a5bfc5828cac05fa54b1a3067fef Mon Sep 17 00:00:00 2001 From: jishnu Date: Mon, 8 Jun 2020 21:51:56 +0530 Subject: [PATCH 039/113] added dailytask,jishnu folder and daily task_d2.py file --- Tasks/daily tasks/jishnu/task_d2.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 Tasks/daily tasks/jishnu/task_d2.py diff --git a/Tasks/daily tasks/jishnu/task_d2.py b/Tasks/daily tasks/jishnu/task_d2.py new file mode 100644 index 0000000..dbd4e8f --- /dev/null +++ b/Tasks/daily tasks/jishnu/task_d2.py @@ -0,0 +1,12 @@ +import numpy as np +import torch + +np.random.seed(0) + +array_a = np.random.randn(5,3) +array_b = np.random.randn(3,4) + +tensor_a = torch.tensor(array_a) +tensor_b = torch.tensor(array_b) + +print(tensor_a.matmul(tensor_b)) \ No newline at end of file From 2d83901551167721308382e0d1568f7f8d859f17 Mon Sep 17 00:00:00 2001 From: KavyaV00 <44108726+KavyaV00@users.noreply.github.com> Date: Mon, 8 Jun 2020 22:17:58 +0530 Subject: [PATCH 040/113] Update main.py --- Tasks/registration_task/main.py | 42 ++++++++++++--------------------- 1 file changed, 15 insertions(+), 27 deletions(-) diff --git a/Tasks/registration_task/main.py b/Tasks/registration_task/main.py index cfcbac3..385f711 100644 --- a/Tasks/registration_task/main.py +++ b/Tasks/registration_task/main.py @@ -1,32 +1,20 @@ -import numpy as np -import matplotlib.pyplot as plt +""" +Implement the linear regression model using python and numpy in the following class. +The method fit() should take inputs like, +x = [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9]] +y = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +""" -class LinearRegression: +import numpy - def fit(self, X_train, Y_train): - self.X_train = [j for i in X_train for j in i] - self.Y_train = Y_train - self.model = np.polyfit(self.X_train,self.Y_train, 1) +class LinearRegression(object): + """ + An implementation of linear regression model + """ - ## Simple model showing the relationship between x values and y values - # plt.scatter(self.X_train,self.Y_train) - # plt.title('X vs. Y') - # plt.xlabel('X') - # plt.ylabel('Y') - # plt.show() + def fit(_input, _output): + pass - def predict(self, X_test): - predict = np.poly1d(self.model) - Y_test = int(predict(X_test)) - print('For X =' , X_test , ', Y =', Y_test) + def predict(_input): + pass -## Trying the LinearRegression class for the given data -# x = [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9]] -# y = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] -# X = [j for i in x for j in i] - -# model = LinearRegression() -# model.fit(X,y) - -# model.predict(10) -# model.preduct(11) From 46c3fe388c8f0e0c0dbae17299efe8fd35899881 Mon Sep 17 00:00:00 2001 From: KavyaV00 <44108726+KavyaV00@users.noreply.github.com> Date: Mon, 8 Jun 2020 22:21:18 +0530 Subject: [PATCH 041/113] Update main.py --- Tasks/registration_task/main.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/Tasks/registration_task/main.py b/Tasks/registration_task/main.py index 385f711..02528fa 100644 --- a/Tasks/registration_task/main.py +++ b/Tasks/registration_task/main.py @@ -17,4 +17,6 @@ def fit(_input, _output): def predict(_input): pass + + From 7264c2eca3da2d1f5f4fb71105e2f72fdae4d1b7 Mon Sep 17 00:00:00 2001 From: KavyaV00 <44108726+KavyaV00@users.noreply.github.com> Date: Mon, 8 Jun 2020 22:31:46 +0530 Subject: [PATCH 042/113] Update main.py --- Tasks/registration_task/main.py | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/Tasks/registration_task/main.py b/Tasks/registration_task/main.py index 02528fa..b79be69 100644 --- a/Tasks/registration_task/main.py +++ b/Tasks/registration_task/main.py @@ -11,12 +11,11 @@ class LinearRegression(object): """ An implementation of linear regression model """ - + def fit(_input, _output): pass - + def predict(_input): pass - - - + + From 81145eaca3e75340a38762e568d3a10afa8c5259 Mon Sep 17 00:00:00 2001 From: sreerajpr06 <55621924+sreerajpr06@users.noreply.github.com> Date: Mon, 8 Jun 2020 22:42:51 +0530 Subject: [PATCH 043/113] Create day2.py --- Tasks/daily tasks/sreeraj/day2.py | 9 +++++++++ 1 file changed, 9 insertions(+) create mode 100644 Tasks/daily tasks/sreeraj/day2.py diff --git a/Tasks/daily tasks/sreeraj/day2.py b/Tasks/daily tasks/sreeraj/day2.py new file mode 100644 index 0000000..0401e0e --- /dev/null +++ b/Tasks/daily tasks/sreeraj/day2.py @@ -0,0 +1,9 @@ +import numpy as np +import torch + +x = np.random.rand(5,3) #created numpy array of shape 5,3 with random values +y = np.random.rand(3,2) #created numpy array of shape 3,2 with random values +a = torch.from_numpy(x) #converted numpy array into torch tensor +b = torch.from_numpy(y) +z = torch.matmul(a,b) #multiplied the 2 torch tensors +print(z) From aeb0a9b44b17a036cc855784921d809e4309a8f5 Mon Sep 17 00:00:00 2001 From: Akshay Narayanan <38578142+Akshay-cita@users.noreply.github.com> Date: Mon, 8 Jun 2020 23:40:01 +0530 Subject: [PATCH 044/113] Day_2_Task completed --- Tasks/daily tasks/Akshay Narayanan/Day_2.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 Tasks/daily tasks/Akshay Narayanan/Day_2.py diff --git a/Tasks/daily tasks/Akshay Narayanan/Day_2.py b/Tasks/daily tasks/Akshay Narayanan/Day_2.py new file mode 100644 index 0000000..aadb198 --- /dev/null +++ b/Tasks/daily tasks/Akshay Narayanan/Day_2.py @@ -0,0 +1,12 @@ +from __future__ import print_function +import numpy as np + +import torch + +p=np.random.random((5,3)) +q=np.random.random((3,4)) +x=torch.from_numpy(p) +y=torch.from_numpy(q) + +product=torch.matmul(x,y) +print("The product of 5x3 and 3x4 tensor are >> \n ......\n",product) From 674c1eff9585ea7e18f69933fd021648331f833c Mon Sep 17 00:00:00 2001 From: abhinav-TB Date: Mon, 8 Jun 2020 23:57:58 +0530 Subject: [PATCH 045/113] day2 task done --- .vscode/settings.json | 2 +- Tasks/daily tasks/Abhinav T B/day2.py | 15 +++++++++++++++ 2 files changed, 16 insertions(+), 1 deletion(-) create mode 100644 Tasks/daily tasks/Abhinav T B/day2.py diff --git a/.vscode/settings.json b/.vscode/settings.json index b282efd..1cfa0e2 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -1,5 +1,5 @@ { - "python.pythonPath": "/usr/bin/python3", + "python.pythonPath": "C:\\Users\\abhin\\AppData\\Local\\Programs\\Python\\Python36\\python.exe", "python.linting.enabled": true, "python.linting.pylintEnabled": false, "python.linting.banditEnabled": true diff --git a/Tasks/daily tasks/Abhinav T B/day2.py b/Tasks/daily tasks/Abhinav T B/day2.py new file mode 100644 index 0000000..a8fd0a8 --- /dev/null +++ b/Tasks/daily tasks/Abhinav T B/day2.py @@ -0,0 +1,15 @@ +import numpy as np +import torch + + +a = np.empty((5, 3)) +b = np.empty((3, 4)) + + +a = torch.from_numpy(a) +b = torch.from_numpy(b) + + +c = torch.mm(a, b) + +print(c) From f4242943ce0729137b1f99ba3fb0f5aaf1069090 Mon Sep 17 00:00:00 2001 From: sreehari prasad <52113972+matrixhead@users.noreply.github.com> Date: Tue, 9 Jun 2020 00:08:33 +0530 Subject: [PATCH 046/113] . --- Tasks/daily tasks/sharip/pp | 1 + 1 file changed, 1 insertion(+) create mode 100644 Tasks/daily tasks/sharip/pp diff --git a/Tasks/daily tasks/sharip/pp b/Tasks/daily tasks/sharip/pp new file mode 100644 index 0000000..8b13789 --- /dev/null +++ b/Tasks/daily tasks/sharip/pp @@ -0,0 +1 @@ + From 2d2c6bdd3013b07e385e48012a9200e71b577c4e Mon Sep 17 00:00:00 2001 From: hari Date: Tue, 9 Jun 2020 00:41:50 +0530 Subject: [PATCH 047/113] removed file --- Tasks/daily tasks/sharip/pp | 1 - 1 file changed, 1 deletion(-) delete mode 100644 Tasks/daily tasks/sharip/pp diff --git a/Tasks/daily tasks/sharip/pp b/Tasks/daily tasks/sharip/pp deleted file mode 100644 index 8b13789..0000000 --- a/Tasks/daily tasks/sharip/pp +++ /dev/null @@ -1 +0,0 @@ - From 52f24b56473a88b39a57c7a86ab49d2979a39ba3 Mon Sep 17 00:00:00 2001 From: hari Date: Tue, 9 Jun 2020 01:37:05 +0530 Subject: [PATCH 048/113] day2 commit --- Tasks/daily tasks/sreehari/day2.py | 7 +++++++ 1 file changed, 7 insertions(+) create mode 100644 Tasks/daily tasks/sreehari/day2.py diff --git a/Tasks/daily tasks/sreehari/day2.py b/Tasks/daily tasks/sreehari/day2.py new file mode 100644 index 0000000..a80b025 --- /dev/null +++ b/Tasks/daily tasks/sreehari/day2.py @@ -0,0 +1,7 @@ +import torch +import numpy as np +a=np.ones((5,3)) +b=np.ones((3,4)) +TTa=torch.from_numpy(a) +TTb=torch.from_numpy(b) +print (torch.mm(TTa,TTb)) \ No newline at end of file From bf29b001ca6e716906c999978ca71cf6ea64f925 Mon Sep 17 00:00:00 2001 From: Sourav Menon <45852906+souravmenon@users.noreply.github.com> Date: Tue, 9 Jun 2020 09:56:50 +0530 Subject: [PATCH 049/113] Create day_2.py --- Tasks/daily tasks/Sourav_Menon/day_2.py | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) create mode 100644 Tasks/daily tasks/Sourav_Menon/day_2.py diff --git a/Tasks/daily tasks/Sourav_Menon/day_2.py b/Tasks/daily tasks/Sourav_Menon/day_2.py new file mode 100644 index 0000000..060ecbb --- /dev/null +++ b/Tasks/daily tasks/Sourav_Menon/day_2.py @@ -0,0 +1,17 @@ +import numpy +import torch + +#creating numpy array of dim-(5,3) +array_1=numpy.random.rand(5,3) + +#creating numpy array of dim-(3,4) +array_2=numpy.random.rand(3,4) + +#converting arrays into torch tensor +a=torch.from_numpy(array_1) +b=torch.from_numpy(array_2) + +#printing the prouduct of 2 torch tensors + +print(torch.matmul(a,b)) + From e64e55fcefd34464aae1948a22c8c502b6dc6598 Mon Sep 17 00:00:00 2001 From: abhinavk001 <62065710+abhinavk001@users.noreply.github.com> Date: Tue, 9 Jun 2020 13:44:44 +0530 Subject: [PATCH 050/113] Day 2 task --- Tasks/daily tasks/Abhinav K/day2_task.py | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 Tasks/daily tasks/Abhinav K/day2_task.py diff --git a/Tasks/daily tasks/Abhinav K/day2_task.py b/Tasks/daily tasks/Abhinav K/day2_task.py new file mode 100644 index 0000000..9241633 --- /dev/null +++ b/Tasks/daily tasks/Abhinav K/day2_task.py @@ -0,0 +1,10 @@ +import numpy as np +import torch + +a=np.random.rand(5,3) +b=np.random.rand(3,4) +a2=torch.from_numpy(a) +b2=torch.from_numpy(b) + +c=torch.mm(a2,b2) +print(c) From b449ed1cb6c9eae13b2e72b320e5e8ee5dd7eb41 Mon Sep 17 00:00:00 2001 From: Fazil Babu Date: Tue, 9 Jun 2020 14:24:36 +0530 Subject: [PATCH 051/113] Changed daily_tasks to daily tasks --- Tasks/{daily_tasks => daily tasks}/fazil_babu/task1.py | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename Tasks/{daily_tasks => daily tasks}/fazil_babu/task1.py (100%) diff --git a/Tasks/daily_tasks/fazil_babu/task1.py b/Tasks/daily tasks/fazil_babu/task1.py similarity index 100% rename from Tasks/daily_tasks/fazil_babu/task1.py rename to Tasks/daily tasks/fazil_babu/task1.py From b5a6d6b38f97c43f8e45ed4dda0496f2293722fd Mon Sep 17 00:00:00 2001 From: Hashina <66195176+hashina67@users.noreply.github.com> Date: Tue, 9 Jun 2020 15:26:27 +0530 Subject: [PATCH 052/113] Delete day_2.py --- Tasks/hashina/day_2.py | 8 -------- 1 file changed, 8 deletions(-) delete mode 100644 Tasks/hashina/day_2.py diff --git a/Tasks/hashina/day_2.py b/Tasks/hashina/day_2.py deleted file mode 100644 index 581fd54..0000000 --- a/Tasks/hashina/day_2.py +++ /dev/null @@ -1,8 +0,0 @@ -import torch -import numpy as np -x = np.random.rand(5, 3) -y = np.random.rand(3, 4) -xt = torch.from_numpy(x) -yt = torch.from_numpy(y) -mul = torch.matmul(xt, yt) -print(mul) From 105efd078d27870fdffdd7b6b29b1d2fb234d47c Mon Sep 17 00:00:00 2001 From: Hashina <66195176+hashina67@users.noreply.github.com> Date: Tue, 9 Jun 2020 15:29:13 +0530 Subject: [PATCH 053/113] Delete day_2.py --- Tasks/hashina/day_2.py | 8 -------- 1 file changed, 8 deletions(-) delete mode 100644 Tasks/hashina/day_2.py diff --git a/Tasks/hashina/day_2.py b/Tasks/hashina/day_2.py deleted file mode 100644 index 581fd54..0000000 --- a/Tasks/hashina/day_2.py +++ /dev/null @@ -1,8 +0,0 @@ -import torch -import numpy as np -x = np.random.rand(5, 3) -y = np.random.rand(3, 4) -xt = torch.from_numpy(x) -yt = torch.from_numpy(y) -mul = torch.matmul(xt, yt) -print(mul) From f155479da0a3bf38c24b70a3e659e95b714656cd Mon Sep 17 00:00:00 2001 From: Hashina <66195176+hashina67@users.noreply.github.com> Date: Tue, 9 Jun 2020 15:30:24 +0530 Subject: [PATCH 054/113] Create day_2.py --- Tasks/daily tasks/Hashina/day_2.py | 8 ++++++++ 1 file changed, 8 insertions(+) create mode 100644 Tasks/daily tasks/Hashina/day_2.py diff --git a/Tasks/daily tasks/Hashina/day_2.py b/Tasks/daily tasks/Hashina/day_2.py new file mode 100644 index 0000000..581fd54 --- /dev/null +++ b/Tasks/daily tasks/Hashina/day_2.py @@ -0,0 +1,8 @@ +import torch +import numpy as np +x = np.random.rand(5, 3) +y = np.random.rand(3, 4) +xt = torch.from_numpy(x) +yt = torch.from_numpy(y) +mul = torch.matmul(xt, yt) +print(mul) From 3d9f2743b3c1066fd1a56bb216441e1a6e31f935 Mon Sep 17 00:00:00 2001 From: Akhil G Krishnan Date: Tue, 9 Jun 2020 18:56:31 +0530 Subject: [PATCH 055/113] Create task2.py --- Tasks/daily tasks/Akhil G Krishnan/task2.py | 10 ++++++++++ 1 file changed, 10 insertions(+) create mode 100644 Tasks/daily tasks/Akhil G Krishnan/task2.py diff --git a/Tasks/daily tasks/Akhil G Krishnan/task2.py b/Tasks/daily tasks/Akhil G Krishnan/task2.py new file mode 100644 index 0000000..1213129 --- /dev/null +++ b/Tasks/daily tasks/Akhil G Krishnan/task2.py @@ -0,0 +1,10 @@ +import numpy as np +import torch + + +a = np.empty((5, 3)) +b = np.empty((3, 4)) +a = torch.from_numpy(a) +b = torch.from_numpy(b) +c = torch.mm(a, b) +print(c) From 5c7bd770544722a94b209b684105bc561cd2c3b1 Mon Sep 17 00:00:00 2001 From: ShivaniSSS <48484451+ShivaniSSS@users.noreply.github.com> Date: Tue, 9 Jun 2020 19:24:53 +0530 Subject: [PATCH 056/113] Create task1.py --- Tasks/daily tasks/Shivani/task1.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) create mode 100644 Tasks/daily tasks/Shivani/task1.py diff --git a/Tasks/daily tasks/Shivani/task1.py b/Tasks/daily tasks/Shivani/task1.py new file mode 100644 index 0000000..4ff2ddc --- /dev/null +++ b/Tasks/daily tasks/Shivani/task1.py @@ -0,0 +1,12 @@ +import numpy as np +import torch +x = np.random.rand(5,3) +print(x) +y = np.random.rand(3,4) +print(y) +xt = torch.from_numpy(x) +print(xt) +yt = torch.from_numpy(y) +print(yt) +result = torch.mm(xt,yt) +print(result) From 7f923ed3585a7088930a9e889ed76c58dd3ee1ce Mon Sep 17 00:00:00 2001 From: Ananthu Ajay <44108056+AnanthuAjay@users.noreply.github.com> Date: Wed, 10 Jun 2020 12:13:14 +0530 Subject: [PATCH 057/113] Create day2.py --- Tasks/day2.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 Tasks/day2.py diff --git a/Tasks/day2.py b/Tasks/day2.py new file mode 100644 index 0000000..4d713ab --- /dev/null +++ b/Tasks/day2.py @@ -0,0 +1,14 @@ +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function +import torch + +import numpy as np +x = np.random.random((5,3)) +y = np.random.random((3,4)) +a= torch.from_numpy(x) +b = torch.from_numpy(y) + +t=torch.mm(a,b) + +print(t) From ce6378269a295a4ec0777fcdabe64c76fd229a33 Mon Sep 17 00:00:00 2001 From: jishnu Date: Wed, 10 Jun 2020 14:31:49 +0530 Subject: [PATCH 058/113] Update task_d2.py --- Tasks/daily tasks/jishnu/task_d2.py | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/Tasks/daily tasks/jishnu/task_d2.py b/Tasks/daily tasks/jishnu/task_d2.py index dbd4e8f..0b8d259 100644 --- a/Tasks/daily tasks/jishnu/task_d2.py +++ b/Tasks/daily tasks/jishnu/task_d2.py @@ -3,10 +3,12 @@ np.random.seed(0) -array_a = np.random.randn(5,3) -array_b = np.random.randn(3,4) +#creating two random numpy arrays +arr_a = np.random.randn(5,3) +arr_b = np.random.randn(3,4) -tensor_a = torch.tensor(array_a) -tensor_b = torch.tensor(array_b) +#converting numpy array to torch tensors +tensor_a = torch.tensor(arr_a) +tensor_b = torch.tensor(arr_b) -print(tensor_a.matmul(tensor_b)) \ No newline at end of file +print(tensor_a.matmul(tensor_b)) From 6bba894b4dafdae3ae24ebacda3380416d099d6a Mon Sep 17 00:00:00 2001 From: Gopikrishnan Sasikumar Date: Wed, 10 Jun 2020 20:38:09 +0530 Subject: [PATCH 059/113] Update README.md --- Tasks/daily tasks/README.md | 8 ++++++++ 1 file changed, 8 insertions(+) diff --git a/Tasks/daily tasks/README.md b/Tasks/daily tasks/README.md index 9a329e5..7ec42d8 100644 --- a/Tasks/daily tasks/README.md +++ b/Tasks/daily tasks/README.md @@ -19,3 +19,11 @@ Day 1 was fun! 1. Create two numpy arrays of size 5x3 and 3x4. 2. Convert them into torch tensors. 3. Multiply the two tensors and print the result. + +## Day 4 +## Create a neural network using pytorch +Create a neural network with the following configurations +1. An input layer. +2. Two hidden layers. +3. An output layer. +4. torch.nn.Sigmoid functions in between hidden layers. From b608a804193806114560c2897daf0945eda2c6a9 Mon Sep 17 00:00:00 2001 From: Offmannn <50699681+offmannn@users.noreply.github.com> Date: Wed, 10 Jun 2020 21:45:33 +0530 Subject: [PATCH 060/113] Created using Colaboratory --- Tasks/daily tasks/ranjith/task2.ipynb | 109 ++++++++++++++++++++++++++ 1 file changed, 109 insertions(+) create mode 100644 Tasks/daily tasks/ranjith/task2.ipynb diff --git a/Tasks/daily tasks/ranjith/task2.ipynb b/Tasks/daily tasks/ranjith/task2.ipynb new file mode 100644 index 0000000..4f3fa7a --- /dev/null +++ b/Tasks/daily tasks/ranjith/task2.ipynb @@ -0,0 +1,109 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "name": "Welcome To Colaboratory", + "provenance": [], + "collapsed_sections": [], + "include_colab_link": true + }, + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + }, + "accelerator": "GPU" + }, + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "view-in-github", + "colab_type": "text" + }, + "source": [ + "\"Open" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "PkUAI5Oc7b3g", + "colab_type": "code", + "colab": {} + }, + "source": [ + "import torch\n", + "from torch import nn" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "wQM6TYhK-EqN", + "colab_type": "code", + "colab": {} + }, + "source": [ + "import torch.nn.functional as F" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "BYcO0cQT8ASJ", + "colab_type": "code", + "colab": {} + }, + "source": [ + "model=nn.Sequential(nn.Linear(784,128),\n", + " nn.Linear(128,64),\n", + " nn.Sigmoid(),\n", + " nn.Linear(64,32),\n", + " nn.Linear(32,10))" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "O1jf_6B1ADY2", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 158 + }, + "outputId": "98b63dcd-0ed7-4467-e0a7-978d343bdef8" + }, + "source": [ + "model" + ], + "execution_count": 4, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Sequential(\n", + " (0): Linear(in_features=784, out_features=128, bias=True)\n", + " (1): Linear(in_features=128, out_features=64, bias=True)\n", + " (2): Sigmoid()\n", + " (3): Linear(in_features=64, out_features=32, bias=True)\n", + " (4): Linear(in_features=32, out_features=10, bias=True)\n", + ")" + ] + }, + "metadata": { + "tags": [] + }, + "execution_count": 4 + } + ] + } + ] +} \ No newline at end of file From 0750b8e62fb3b07eeba70e4962907233d0601066 Mon Sep 17 00:00:00 2001 From: Offmannn <50699681+offmannn@users.noreply.github.com> Date: Wed, 10 Jun 2020 21:46:25 +0530 Subject: [PATCH 061/113] Delete task2.ipynb --- Tasks/daily tasks/ranjith/task2.ipynb | 109 -------------------------- 1 file changed, 109 deletions(-) delete mode 100644 Tasks/daily tasks/ranjith/task2.ipynb diff --git a/Tasks/daily tasks/ranjith/task2.ipynb b/Tasks/daily tasks/ranjith/task2.ipynb deleted file mode 100644 index 4f3fa7a..0000000 --- a/Tasks/daily tasks/ranjith/task2.ipynb +++ /dev/null @@ -1,109 +0,0 @@ -{ - "nbformat": 4, - "nbformat_minor": 0, - "metadata": { - "colab": { - "name": "Welcome To Colaboratory", - "provenance": [], - "collapsed_sections": [], - "include_colab_link": true - }, - "kernelspec": { - "display_name": "Python 3", - "name": "python3" - }, - "accelerator": "GPU" - }, - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "view-in-github", - "colab_type": "text" - }, - "source": [ - "\"Open" - ] - }, - { - "cell_type": "code", - "metadata": { - "id": "PkUAI5Oc7b3g", - "colab_type": "code", - "colab": {} - }, - "source": [ - "import torch\n", - "from torch import nn" - ], - "execution_count": 0, - "outputs": [] - }, - { - "cell_type": "code", - "metadata": { - "id": "wQM6TYhK-EqN", - "colab_type": "code", - "colab": {} - }, - "source": [ - "import torch.nn.functional as F" - ], - "execution_count": 0, - "outputs": [] - }, - { - "cell_type": "code", - "metadata": { - "id": "BYcO0cQT8ASJ", - "colab_type": "code", - "colab": {} - }, - "source": [ - "model=nn.Sequential(nn.Linear(784,128),\n", - " nn.Linear(128,64),\n", - " nn.Sigmoid(),\n", - " nn.Linear(64,32),\n", - " nn.Linear(32,10))" - ], - "execution_count": 0, - "outputs": [] - }, - { - "cell_type": "code", - "metadata": { - "id": "O1jf_6B1ADY2", - "colab_type": "code", - "colab": { - "base_uri": "https://localhost:8080/", - "height": 158 - }, - "outputId": "98b63dcd-0ed7-4467-e0a7-978d343bdef8" - }, - "source": [ - "model" - ], - "execution_count": 4, - "outputs": [ - { - "output_type": "execute_result", - "data": { - "text/plain": [ - "Sequential(\n", - " (0): Linear(in_features=784, out_features=128, bias=True)\n", - " (1): Linear(in_features=128, out_features=64, bias=True)\n", - " (2): Sigmoid()\n", - " (3): Linear(in_features=64, out_features=32, bias=True)\n", - " (4): Linear(in_features=32, out_features=10, bias=True)\n", - ")" - ] - }, - "metadata": { - "tags": [] - }, - "execution_count": 4 - } - ] - } - ] -} \ No newline at end of file From 0297c17d0637ee8ba0c8bd28d1a6eb3bdf6edae8 Mon Sep 17 00:00:00 2001 From: Offmannn <50699681+offmannn@users.noreply.github.com> Date: Wed, 10 Jun 2020 21:48:42 +0530 Subject: [PATCH 062/113] Created using Colaboratory --- Tasks/daily tasks/ranjith/task2.ipynb | 96 +++++++++++++++++++++++++++ 1 file changed, 96 insertions(+) create mode 100644 Tasks/daily tasks/ranjith/task2.ipynb diff --git a/Tasks/daily tasks/ranjith/task2.ipynb b/Tasks/daily tasks/ranjith/task2.ipynb new file mode 100644 index 0000000..d3a73ee --- /dev/null +++ b/Tasks/daily tasks/ranjith/task2.ipynb @@ -0,0 +1,96 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "name": "Welcome To Colaboratory", + "provenance": [], + "collapsed_sections": [], + "include_colab_link": true + }, + "kernelspec": { + "display_name": "Python 3", + "name": "python3" + }, + "accelerator": "GPU" + }, + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "view-in-github", + "colab_type": "text" + }, + "source": [ + "\"Open" + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "PkUAI5Oc7b3g", + "colab_type": "code", + "colab": {} + }, + "source": [ + "import torch\n", + "from torch import nn" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "BYcO0cQT8ASJ", + "colab_type": "code", + "colab": {} + }, + "source": [ + "model=nn.Sequential(nn.Linear(784,128),\n", + " nn.Linear(128,64),\n", + " nn.Sigmoid(),\n", + " nn.Linear(64,32),\n", + " nn.Linear(32,10))" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "O1jf_6B1ADY2", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 158 + }, + "outputId": "d08bb76e-f972-448e-8b91-3d8869353636" + }, + "source": [ + "model" + ], + "execution_count": 4, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Sequential(\n", + " (0): Linear(in_features=784, out_features=128, bias=True)\n", + " (1): Linear(in_features=128, out_features=64, bias=True)\n", + " (2): Sigmoid()\n", + " (3): Linear(in_features=64, out_features=32, bias=True)\n", + " (4): Linear(in_features=32, out_features=10, bias=True)\n", + ")" + ] + }, + "metadata": { + "tags": [] + }, + "execution_count": 4 + } + ] + } + ] +} \ No newline at end of file From 7f80a3e4e046ea80d1b380d2b0f26bb310263fbb Mon Sep 17 00:00:00 2001 From: fausan123 <58265004+fausan123@users.noreply.github.com> Date: Thu, 11 Jun 2020 08:25:05 +0530 Subject: [PATCH 063/113] task2 done --- Tasks/daily tasks/Fausan Asharaf/task2.py | 23 +++++++++++++++++++++++ 1 file changed, 23 insertions(+) create mode 100644 Tasks/daily tasks/Fausan Asharaf/task2.py diff --git a/Tasks/daily tasks/Fausan Asharaf/task2.py b/Tasks/daily tasks/Fausan Asharaf/task2.py new file mode 100644 index 0000000..78fc384 --- /dev/null +++ b/Tasks/daily tasks/Fausan Asharaf/task2.py @@ -0,0 +1,23 @@ +import torch +import torch.nn as nn + + +class Net(nn.Module): + def __init__(self, D_in, D_out): + super(Net, self).__init__() + self.input = nn.Linear(D_in, 500) + self.sigmoid = nn.Sigmoid() + self.h1 = nn.Linear(500, 200) + self.h2 = nn.Linear(200, 100) + self.output = nn.Linear(100, D_out) + + def forward(self, x): + x = self.sigmoid(self.input(x)) + x = self.sigmoid(self.h1(x)) + x = self.sigmoid(self.h2(x)) + x = self.output(x) + return x + + +model = Net(D_in=784, D_out=10) +print(model) From f15c4de1514d2c59d2f3de15bb8509090c32985f Mon Sep 17 00:00:00 2001 From: fausan123 <58265004+fausan123@users.noreply.github.com> Date: Thu, 11 Jun 2020 08:33:39 +0530 Subject: [PATCH 064/113] change made --- Tasks/daily tasks/Fausan Asharaf/task2.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Tasks/daily tasks/Fausan Asharaf/task2.py b/Tasks/daily tasks/Fausan Asharaf/task2.py index 78fc384..bd0d340 100644 --- a/Tasks/daily tasks/Fausan Asharaf/task2.py +++ b/Tasks/daily tasks/Fausan Asharaf/task2.py @@ -12,9 +12,9 @@ def __init__(self, D_in, D_out): self.output = nn.Linear(100, D_out) def forward(self, x): - x = self.sigmoid(self.input(x)) + x = self.input(x) x = self.sigmoid(self.h1(x)) - x = self.sigmoid(self.h2(x)) + x = self.h2(x) x = self.output(x) return x From 9257a85e79c02101c353486f6707c9e7bab28cce Mon Sep 17 00:00:00 2001 From: abhijeet1999 Date: Thu, 11 Jun 2020 13:21:07 +0530 Subject: [PATCH 065/113] task2 --- .../.github/ISSUE_TEMPLATE.md | 23 +++ .../README.md | 192 ++++++++++++++++++ .../Tasks/README.md | 2 + .../Tasks/daily tasks/Abhijeet/task1.py | 19 ++ .../Tasks/daily tasks/Abhijeet/task2.py | 22 ++ .../Tasks/daily tasks/README.md | 21 ++ .../Tasks/registration_task/README.md | 23 +++ .../Tasks/registration_task/main.py | 21 ++ .../Tasks/registration_task/setup.py | 14 ++ .../Tasks/registration_task/test.py | 16 ++ .../projects/README.md | 2 + .../resources/README.md | 14 ++ .../resources/th_pytorch_reference.png | Bin 0 -> 298079 bytes 13 files changed, 369 insertions(+) create mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/.github/ISSUE_TEMPLATE.md create mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/README.md create mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/README.md create mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task1.py create mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task2.py create mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/README.md create mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/README.md create mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/main.py create mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/setup.py create mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/test.py create mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/projects/README.md create mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/resources/README.md create mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/resources/th_pytorch_reference.png diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/.github/ISSUE_TEMPLATE.md b/ComputerVision-with-PyTorch-Learning-Program-master/.github/ISSUE_TEMPLATE.md new file mode 100644 index 0000000..919d11a --- /dev/null +++ b/ComputerVision-with-PyTorch-Learning-Program-master/.github/ISSUE_TEMPLATE.md @@ -0,0 +1,23 @@ +## Specific Question +> Ask your question here. +## OS, package manager and PyTorch Version +> Add the following details. +* OS - +* PyTorch Version - +* Package Manager - + +## Complete Error Log +> Add your error log here + +👇🏿 Remove these guidelines before filing the issue. +## Guidelines + +> Please google/duckduckgo before asking here + +❗ Please ask specific questions. Check how to ask [smart questions](http://catb.org/~esr/faqs/smart-questions.html) before filing the issue + +Mention your operating system, package manager, pytorch version with the question you asked + +🐛 Add the complete log of error message with source code, if you are asking to help fix a specific bug/problem you encountered. + + diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/README.md b/ComputerVision-with-PyTorch-Learning-Program-master/README.md new file mode 100644 index 0000000..59bbf56 --- /dev/null +++ b/ComputerVision-with-PyTorch-Learning-Program-master/README.md @@ -0,0 +1,192 @@ +# ComputerVision with PyTorch Learning Program + +Computer Vision using PyTorch Learning Program by TinkerHub Foundation. [PyTorch](https://pytorch.org) is an open source deep learning framework created by [Facebook AI research](https://ai.facebook.com). This learning program will cover the following, + +* Computer vision. +* Pytorch framework. +* Torchvision library. +* Image classification and object detection. +* Transfer learning. + +We will be extensively using the PyTorch docs for conducting this program. + +## Participants criteria +* Should know object oriented programming and python. +* Should know Git and GitHub. +* Should know what is machine learning and some basics(different categories of ML, what is training ? What is testing ? What is dataset..etc) + +All the resources to get you started with the program is given in the [resources folder](https://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/tree/master/resources). You can learn it and finish the task for joining the program! + +## Join the program +This learning program need you to have knowledge in following areas, +1. Python +2. GitHub +3. Basics of Machine Learning + +We have a coding task for selction process. You could check out the task and how to submit task [here](https://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/tree/master/Tasks/registration_task). +Watch the following video for reference. + +[![Watch this video for reference](https://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/blob/master/resources/th_pytorch_reference.png)](https://youtu.be/Y-ikkxfBwIc) + + +## Selection process + +- once the task is completed, You could fill this google form + +- we will update the selction status latest by 5th June. + +- Program starts on 6th June. + + + +## General Program Structure +Every 2 days we will share a chapter of the PyTorch docs in the morning. Participants should go through it. In the evening of the odd days we will give a task. On the following day there will be hangouts sessions with mentors. + + + +## Program Schedule +### Day 1 + +Google meets with the following contents: + +* Welcome note to TinkerHub Computer vision using PyTorch program. +* Intro to PyTorch, navigate through PyTorch website. +* Reading documentations. Explaining the structure of PyTorch docs. +* General structure of the Program. +* Prerequisites, installations, getting to know each other. + +### Day 2 +Morning : In the telegram channel we share the following content. + +1. [What is PyTorch ?](https://pytorch.org/tutorials/beginner/blitz/tensor_tutorial.html#sphx-glr-beginner-blitz-tensor-tutorial-py) +2. [Autograd: Automatic Differentiation](https://pytorch.org/tutorials/beginner/blitz/autograd_tutorial.html#sphx-glr-beginner-blitz-autograd-tutorial-py) + + +Participants should, + +* Go through the docs and learn. +* Try out each of the code snippets in the docs. +* Note down the doubts. +* Ask doubts in the github repo issues. + + +Evening : A task will be given in the telegram channel. Participants should try to do the task, upload the code to the specified GitHub repo. + +### Day 3 +Morning : In the telegram channel we share the following content. + +1. [Neural Networks](https://pytorch.org/tutorials/beginner/blitz/neural_networks_tutorial.html#sphx-glr-beginner-blitz-neural-networks-tutorial-py) +2. [Training a Classifier](https://pytorch.org/tutorials/beginner/blitz/cifar10_tutorial.html#sphx-glr-beginner-blitz-cifar10-tutorial-py) + + +Participants should, + +* Go through the docs and learn. +* Try out each of the code snippets in the docs. +* Note down the doubts. +* Ask doubts in the github repo issues. + + +Evening : A task will be given in the telegram channel. Participants should try to do the task, upload the code to the specified GitHub repo. + +### Day 4 +Google meets sessions with the mentor in the evening. + +* Doubts about the last 2 days topics can be asked. +* Solution of the task will be discussed. + + +### Day 5 +Morning : In the telegram channel we share the following content. + +1. [What is torch.nn really ?](https://pytorch.org/tutorials/beginner/nn_tutorial.html) +2. [Visualising models, data and training with TensorBoard](https://pytorch.org/tutorials/intermediate/tensorboard_tutorial.html) + +Participants should, + +* Go through the docs and learn. +* Try out each of the code snippets in the docs. +* Note down the doubts. +* Ask doubts in the github repo issues. + + +Evening : A task will be given in the telegram channel. Participants should try to do the task, upload the code to the specified GitHub repo. + +### Day 6 +Google meets session with mentor(s) in the evening, + +* Explain the concepts of content shared last day. +* Explain the code line by line. +* Clear doubts. + +### Day 7 +Google meets session on, + +1. What is computer vision ? +2. Algorithms used for computer vision? +3. TorchVision library. + +### Day 8 +In the morning the following content will be shared in telegram. + + +1. [TorchVision fine tuning for computer vision tutorial](https://pytorch.org/tutorials/intermediate/torchvision_tutorial.html) +2. [Transfer learning for computer vision tutorial](https://pytorch.org/tutorials/beginner/transfer_learning_tutorial.html) + + +Participants should, + +* Go through the doc and try to understand. +* Note down the doubts. +* Try out the code. +* Ask doubts in the github repo issues. + +### Day 9 +Google meets sessions with the mentor in the evening. + +* Doubts about the last days topics can be asked. +* Solution of the task will be discussed. + + + +### Day 10 +Google meets session with mentor(s) on, + +* Choosing projects. Participants can choose transfer-learning projects or object detection projects. +* Finding a dataset. Can find a dataset from kaggle..etc. + +### Day 11 +Participants figuring out the project and dataset. +Participants should, + +* Create a GitHub repo for the project. +* Update the Readme file with the details of the project. +* Find the model and dataset they are going to implement. +* Fill the project form with the project repo link. + +### Day 12 +Mentor(s) verify the project ideas. Participants make the changes. + +### Day 13-14 +Project days. + +* Participants do the project. +* Ask doubts to the mentors in github issues and via call. +* Upload the code and trained models to the repo. + +### Day 15 +Mentors verify the projects. Provide feedback as GitHub issues. + +### Day 16 +Final google meets session with, +* Discussion on next steps from here. +* Project demos. +* Certificates distribution. + +## Program partner + +[Facebook Developer Circle Kochi](https://www.facebook.com/groups/DevCKochi/about/) is a forum for developers in Kochi, India and its surroundings who are interested in building on the Facebook platform to interact and collaborate other developers who share similar interests. + +## Contributors + +- [GopikrishnanSasikumar](https://github.com/GopikrishnanSasikumar) diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/README.md b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/README.md new file mode 100644 index 0000000..22a101f --- /dev/null +++ b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/README.md @@ -0,0 +1,2 @@ +# Tasks +Tasks for every day will appear here! diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task1.py b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task1.py new file mode 100644 index 0000000..3217ca1 --- /dev/null +++ b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task1.py @@ -0,0 +1,19 @@ +#Day2 +# Playing around with tensors + +# 1. Create two numpy arrays of size 5x3 and 3x4. +# 2. Convert them into torch tensors. +# 3. Multiply the two tensors and print the result. + + +import numpy as np +import torch as tp + +a= np.random.rand(5, 3) +b=np.random.rand(3, 4) +a=tp.tensor(a) +b=tp.tensor(b) +print(a.size()) +print(b.size()) +Multipli_tensor=tp.mm(a,b) +print("Multipli_tensor\n",Multipli_tensor) diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task2.py b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task2.py new file mode 100644 index 0000000..dd65cd2 --- /dev/null +++ b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task2.py @@ -0,0 +1,22 @@ +import torch.nn as nn +import torch.nn.functional as F + + +class Network(nn.Module): + def __init__(self): + super(Network, self).__init__() + self.fc1 = nn.Linear(16 * 5 * 5, 120) + self.fc2 = nn.Linear(120, 84) + self.Output = nn.Linear(84, 10) + + def forward(self, x): + x= self.fc1(x) + x = F.Sigmoid(x) + x=self.fc2(x) + x = F.Sigmoid(x) + x = self.fc3(x) + return x + + +net = Network() +print(net) \ No newline at end of file diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/README.md b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/README.md new file mode 100644 index 0000000..9a329e5 --- /dev/null +++ b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/README.md @@ -0,0 +1,21 @@ +# Daily Tasks +Daily tasks for TinkerHub PyTorch Learning program. + +# Guidelines +Use the following steps to participate in the daily tasks. + +* Create a folder with your name in the daily tasks sub repo if it doesn't exist. +* Complete each of the task given in the tasks session. +* Push your code to your folder. +* You can use jupyter notebook or .py files for the tasks. + +# Tasks + +## Day 1 +Day 1 was fun! + +## day 2 +### Playing around with tensors +1. Create two numpy arrays of size 5x3 and 3x4. +2. Convert them into torch tensors. +3. Multiply the two tensors and print the result. diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/README.md b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/README.md new file mode 100644 index 0000000..0843005 --- /dev/null +++ b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/README.md @@ -0,0 +1,23 @@ +# The Short Listing task + +Inside the ```main.py``` there is a class LinearRegression() Implement it using python and numpy. After finishing the task don't forget to fill the [application form](https://forms.gle/MVbuAjQxWazsmbMw6). +## Requirements + +1. The class should have methods fit() and predict() +2. You will be shortlisted based on the code passing the test case in ```test.py``` +3. You can write the class and run, +``` +pytest test.py +``` +to test if your code works. + +## Steps +1. Create a private repo in your github. +2. Copy the code of ```main.py```, ```test.py``` and ```setup.py``` to corresponding ```main.py```, ```test.py``` and ```setup.py``` in your private repo. +3. Run ```python setup.py install``` for installing numpy and pytest +4. Finish the LinearRegression class. +5. Invite [Gopi](github.com/GopikrishnanSasikumar) to your repo. +6. Fill the [application form](https://forms.gle/MVbuAjQxWazsmbMw6) with your repo url. + +You can use this [reference](https://machinelearningmastery.com/implement-simple-linear-regression-scratch-python/). + diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/main.py b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/main.py new file mode 100644 index 0000000..b79be69 --- /dev/null +++ b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/main.py @@ -0,0 +1,21 @@ +""" +Implement the linear regression model using python and numpy in the following class. +The method fit() should take inputs like, +x = [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9]] +y = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +""" + +import numpy + +class LinearRegression(object): + """ + An implementation of linear regression model + """ + + def fit(_input, _output): + pass + + def predict(_input): + pass + + diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/setup.py b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/setup.py new file mode 100644 index 0000000..6ced2f9 --- /dev/null +++ b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/setup.py @@ -0,0 +1,14 @@ +from setuptools import setup, find_packages + +requirements = [ + "numpy", + "pytest" +] + +setup( + name="registration-task", + version="0.0.1", + zip_safe=False, + packages=find_packages(exclude=['tests']), + include_package_data=True, + install_requires=requirements) diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/test.py b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/test.py new file mode 100644 index 0000000..dd7ff6b --- /dev/null +++ b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/test.py @@ -0,0 +1,16 @@ +import pytest +from main import LinearRegression +x = [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9]] + +y = [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] +model = LinearRegression() + +model.fit(x, y) + +linear_test_set = [([[10]], 12), ([[11]], 13)] + +@pytest.mark.parametrize(("ip", "op"), linear_test_set) +def test_code(ip, op): + assert int(model.predict(ip)[0]) == op + + diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/projects/README.md b/ComputerVision-with-PyTorch-Learning-Program-master/projects/README.md new file mode 100644 index 0000000..407e4cb --- /dev/null +++ b/ComputerVision-with-PyTorch-Learning-Program-master/projects/README.md @@ -0,0 +1,2 @@ +# Projects +Student projects once finished will be pushed to this monorepo as well! diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/resources/README.md b/ComputerVision-with-PyTorch-Learning-Program-master/resources/README.md new file mode 100644 index 0000000..671dd12 --- /dev/null +++ b/ComputerVision-with-PyTorch-Learning-Program-master/resources/README.md @@ -0,0 +1,14 @@ +# Resources to warm up before the PyTorch Learning Program +You need to know the following stuffs to get started with the PyTorch Learning Program. If you are new here, worry not. You can go through the resources given below and apply for the program! + +## Object Oriented Python Programming +- [Python classes and objects(tutorials point)](https://www.tutorialspoint.com/python/python_classes_objects.htm) +- [Introduction to OOP by Sentdex](https://pythonprogramming.net/object-oriented-programming-introduction-intermediate-python-tutorial/) + +## Git and GitHub +- [GitHub Beginner](https://www.notion.so/GitHub-Beginner-34ddb2bdd2054224bd31c24ce84d64f1) +- [GitHub Advanced](https://www.notion.so/GitHub-Advanced-dc2b226421464ccc8b58b2a2d7b333db) + +## Basics of Machine Learning +- [Machine Learning Intro part 1](https://www.notion.so/0tinkerhub/Machine-Learning-Beginner-60c58689ed454319ab6a1c4019a8c295) +- [Machine Learning Intro part 2](https://www.notion.so/0tinkerhub/Machine-Learning-Advanced-5156f313eab14b1bbb84cfd87c5a892e) diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/resources/th_pytorch_reference.png 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zdW9k|Z$3Yo0NZy3*?k2kUmRgkVJUyqt$rPzKOjkMm3o7~9vQ_O`XYbc`|lO7*?jP7 zb?OcQK^?^%RhzOjkqB=c)i)NO1h7?F2nj170`uFqy>hLAB$$kvy+W z{mOohZz~rrKcD&GxIlwovnq@F#><6R%{=F*Q2wUyxEIGend@G0$kV*Qs`5%hL+61R zQI8fkKL6p`t8PxtFm10TJ{FH{syvB z<~f9L#6`Tn^Te{!yl`4Ex7e=_53c_Cbzq?f$GJbPQ<||lQCH~4e}Vh6@BIDwJDmXt NJYD@<);T3K0RXHTrl Date: Thu, 11 Jun 2020 13:26:06 +0530 Subject: [PATCH 066/113] task2 completed --- Tasks/daily tasks/Abhijeet/task2.py | 22 ++++++++++++++++++++++ 1 file changed, 22 insertions(+) create mode 100644 Tasks/daily tasks/Abhijeet/task2.py diff --git a/Tasks/daily tasks/Abhijeet/task2.py b/Tasks/daily tasks/Abhijeet/task2.py new file mode 100644 index 0000000..dfbcd0b --- /dev/null +++ b/Tasks/daily tasks/Abhijeet/task2.py @@ -0,0 +1,22 @@ +import torch.nn as nn +import torch.nn.functional as F + + +class Network(nn.Module): + def __init__(self): + super(Network, self).__init__() + self.fc1 = nn.Linear(400, 120) + self.fc2 = nn.Linear(120, 84) + self.Output = nn.Linear(84, 10) + + def forward(self, x): + x= self.fc1(x) + x = F.Sigmoid(x) + x=self.fc2(x) + x = F.Sigmoid(x) + x = self.fc3(x) + return x + + +net = Network() +print(net) From 2c6880ef4b43c0a3bb458d8ec8606d468c019c4d Mon Sep 17 00:00:00 2001 From: abhijeet1999 <38234788+abhijeet1999@users.noreply.github.com> Date: Thu, 11 Jun 2020 13:29:41 +0530 Subject: [PATCH 067/113] Update task2.py --- Tasks/daily tasks/Abhijeet/task2.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Tasks/daily tasks/Abhijeet/task2.py b/Tasks/daily tasks/Abhijeet/task2.py index dfbcd0b..8012777 100644 --- a/Tasks/daily tasks/Abhijeet/task2.py +++ b/Tasks/daily tasks/Abhijeet/task2.py @@ -14,7 +14,7 @@ def forward(self, x): x = F.Sigmoid(x) x=self.fc2(x) x = F.Sigmoid(x) - x = self.fc3(x) + x = self.Output(x) return x From d143eda8b01a70aedd0a78f75af74246b59b8bf9 Mon Sep 17 00:00:00 2001 From: abhijeet1999 <38234788+abhijeet1999@users.noreply.github.com> Date: Thu, 11 Jun 2020 14:18:43 +0530 Subject: [PATCH 068/113] Update task2.py --- Tasks/daily tasks/Abhijeet/task2.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Tasks/daily tasks/Abhijeet/task2.py b/Tasks/daily tasks/Abhijeet/task2.py index 8012777..1d9f23b 100644 --- a/Tasks/daily tasks/Abhijeet/task2.py +++ b/Tasks/daily tasks/Abhijeet/task2.py @@ -11,9 +11,9 @@ def __init__(self): def forward(self, x): x= self.fc1(x) - x = F.Sigmoid(x) + x = nn.Sigmoid(x) x=self.fc2(x) - x = F.Sigmoid(x) + x = nn.Sigmoid(x) x = self.Output(x) return x From b37dfca4a3f0f67bd69619e9b94b5e5e612cbcb7 Mon Sep 17 00:00:00 2001 From: abhijeet1999 <38234788+abhijeet1999@users.noreply.github.com> Date: Thu, 11 Jun 2020 15:04:46 +0530 Subject: [PATCH 069/113] Update task2.py --- Tasks/daily tasks/Abhijeet/task2.py | 1 + 1 file changed, 1 insertion(+) diff --git a/Tasks/daily tasks/Abhijeet/task2.py b/Tasks/daily tasks/Abhijeet/task2.py index 1d9f23b..06f7cd3 100644 --- a/Tasks/daily tasks/Abhijeet/task2.py +++ b/Tasks/daily tasks/Abhijeet/task2.py @@ -8,6 +8,7 @@ def __init__(self): self.fc1 = nn.Linear(400, 120) self.fc2 = nn.Linear(120, 84) self.Output = nn.Linear(84, 10) + def forward(self, x): x= self.fc1(x) From 0ce55d76429bbb781f10144c53f61184e7ac37ee Mon Sep 17 00:00:00 2001 From: abhijeet1999 Date: Thu, 11 Jun 2020 15:09:17 +0530 Subject: [PATCH 070/113] task2 --- .github/ISSUE_TEMPLATE.md | 23 ++++ README.md | 192 ++++++++++++++++++++++++++++ Tasks/README.md | 2 + Tasks/daily tasks/Abhijeet/task1.py | 19 +++ Tasks/daily tasks/Abhijeet/task2.py | 31 +++++ Tasks/daily tasks/README.md | 21 +++ Tasks/registration_task/README.md | 23 ++++ Tasks/registration_task/main.py | 21 +++ Tasks/registration_task/setup.py | 14 ++ Tasks/registration_task/test.py | 16 +++ projects/README.md | 2 + resources/README.md | 14 ++ resources/th_pytorch_reference.png | Bin 0 -> 298079 bytes 13 files changed, 378 insertions(+) create mode 100644 .github/ISSUE_TEMPLATE.md create mode 100644 README.md create mode 100644 Tasks/README.md create mode 100644 Tasks/daily tasks/Abhijeet/task1.py create mode 100644 Tasks/daily tasks/Abhijeet/task2.py create mode 100644 Tasks/daily tasks/README.md create mode 100644 Tasks/registration_task/README.md create mode 100644 Tasks/registration_task/main.py create mode 100644 Tasks/registration_task/setup.py create mode 100644 Tasks/registration_task/test.py create mode 100644 projects/README.md create mode 100644 resources/README.md create mode 100644 resources/th_pytorch_reference.png diff --git a/.github/ISSUE_TEMPLATE.md b/.github/ISSUE_TEMPLATE.md new file mode 100644 index 0000000..919d11a --- /dev/null +++ b/.github/ISSUE_TEMPLATE.md @@ -0,0 +1,23 @@ +## Specific Question +> Ask your question here. +## OS, package manager and PyTorch Version +> Add the following details. +* OS - +* PyTorch Version - +* Package Manager - + +## Complete Error Log +> Add your error log here + +👇🏿 Remove these guidelines before filing the issue. +## Guidelines + +> Please google/duckduckgo before asking here + +❗ Please ask specific questions. Check how to ask [smart questions](http://catb.org/~esr/faqs/smart-questions.html) before filing the issue + +Mention your operating system, package manager, pytorch version with the question you asked + +🐛 Add the complete log of error message with source code, if you are asking to help fix a specific bug/problem you encountered. + + diff --git a/README.md b/README.md new file mode 100644 index 0000000..59bbf56 --- /dev/null +++ b/README.md @@ -0,0 +1,192 @@ +# ComputerVision with PyTorch Learning Program + +Computer Vision using PyTorch Learning Program by TinkerHub Foundation. [PyTorch](https://pytorch.org) is an open source deep learning framework created by [Facebook AI research](https://ai.facebook.com). This learning program will cover the following, + +* Computer vision. +* Pytorch framework. +* Torchvision library. +* Image classification and object detection. +* Transfer learning. + +We will be extensively using the PyTorch docs for conducting this program. + +## Participants criteria +* Should know object oriented programming and python. +* Should know Git and GitHub. +* Should know what is machine learning and some basics(different categories of ML, what is training ? What is testing ? What is dataset..etc) + +All the resources to get you started with the program is given in the [resources folder](https://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/tree/master/resources). You can learn it and finish the task for joining the program! + +## Join the program +This learning program need you to have knowledge in following areas, +1. Python +2. GitHub +3. Basics of Machine Learning + +We have a coding task for selction process. You could check out the task and how to submit task [here](https://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/tree/master/Tasks/registration_task). +Watch the following video for reference. + +[![Watch this video for reference](https://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/blob/master/resources/th_pytorch_reference.png)](https://youtu.be/Y-ikkxfBwIc) + + +## Selection process + +- once the task is completed, You could fill this google form + +- we will update the selction status latest by 5th June. + +- Program starts on 6th June. + + + +## General Program Structure +Every 2 days we will share a chapter of the PyTorch docs in the morning. Participants should go through it. In the evening of the odd days we will give a task. On the following day there will be hangouts sessions with mentors. + + + +## Program Schedule +### Day 1 + +Google meets with the following contents: + +* Welcome note to TinkerHub Computer vision using PyTorch program. +* Intro to PyTorch, navigate through PyTorch website. +* Reading documentations. Explaining the structure of PyTorch docs. +* General structure of the Program. +* Prerequisites, installations, getting to know each other. + +### Day 2 +Morning : In the telegram channel we share the following content. + +1. [What is PyTorch ?](https://pytorch.org/tutorials/beginner/blitz/tensor_tutorial.html#sphx-glr-beginner-blitz-tensor-tutorial-py) +2. [Autograd: Automatic Differentiation](https://pytorch.org/tutorials/beginner/blitz/autograd_tutorial.html#sphx-glr-beginner-blitz-autograd-tutorial-py) + + +Participants should, + +* Go through the docs and learn. +* Try out each of the code snippets in the docs. +* Note down the doubts. +* Ask doubts in the github repo issues. + + +Evening : A task will be given in the telegram channel. Participants should try to do the task, upload the code to the specified GitHub repo. + +### Day 3 +Morning : In the telegram channel we share the following content. + +1. [Neural Networks](https://pytorch.org/tutorials/beginner/blitz/neural_networks_tutorial.html#sphx-glr-beginner-blitz-neural-networks-tutorial-py) +2. [Training a Classifier](https://pytorch.org/tutorials/beginner/blitz/cifar10_tutorial.html#sphx-glr-beginner-blitz-cifar10-tutorial-py) + + +Participants should, + +* Go through the docs and learn. +* Try out each of the code snippets in the docs. +* Note down the doubts. +* Ask doubts in the github repo issues. + + +Evening : A task will be given in the telegram channel. Participants should try to do the task, upload the code to the specified GitHub repo. + +### Day 4 +Google meets sessions with the mentor in the evening. + +* Doubts about the last 2 days topics can be asked. +* Solution of the task will be discussed. + + +### Day 5 +Morning : In the telegram channel we share the following content. + +1. [What is torch.nn really ?](https://pytorch.org/tutorials/beginner/nn_tutorial.html) +2. [Visualising models, data and training with TensorBoard](https://pytorch.org/tutorials/intermediate/tensorboard_tutorial.html) + +Participants should, + +* Go through the docs and learn. +* Try out each of the code snippets in the docs. +* Note down the doubts. +* Ask doubts in the github repo issues. + + +Evening : A task will be given in the telegram channel. Participants should try to do the task, upload the code to the specified GitHub repo. + +### Day 6 +Google meets session with mentor(s) in the evening, + +* Explain the concepts of content shared last day. +* Explain the code line by line. +* Clear doubts. + +### Day 7 +Google meets session on, + +1. What is computer vision ? +2. Algorithms used for computer vision? +3. TorchVision library. + +### Day 8 +In the morning the following content will be shared in telegram. + + +1. [TorchVision fine tuning for computer vision tutorial](https://pytorch.org/tutorials/intermediate/torchvision_tutorial.html) +2. [Transfer learning for computer vision tutorial](https://pytorch.org/tutorials/beginner/transfer_learning_tutorial.html) + + +Participants should, + +* Go through the doc and try to understand. +* Note down the doubts. +* Try out the code. +* Ask doubts in the github repo issues. + +### Day 9 +Google meets sessions with the mentor in the evening. + +* Doubts about the last days topics can be asked. +* Solution of the task will be discussed. + + + +### Day 10 +Google meets session with mentor(s) on, + +* Choosing projects. Participants can choose transfer-learning projects or object detection projects. +* Finding a dataset. Can find a dataset from kaggle..etc. + +### Day 11 +Participants figuring out the project and dataset. +Participants should, + +* Create a GitHub repo for the project. +* Update the Readme file with the details of the project. +* Find the model and dataset they are going to implement. +* Fill the project form with the project repo link. + +### Day 12 +Mentor(s) verify the project ideas. Participants make the changes. + +### Day 13-14 +Project days. + +* Participants do the project. +* Ask doubts to the mentors in github issues and via call. +* Upload the code and trained models to the repo. + +### Day 15 +Mentors verify the projects. Provide feedback as GitHub issues. + +### Day 16 +Final google meets session with, +* Discussion on next steps from here. +* Project demos. +* Certificates distribution. + +## Program partner + +[Facebook Developer Circle Kochi](https://www.facebook.com/groups/DevCKochi/about/) is a forum for developers in Kochi, India and its surroundings who are interested in building on the Facebook platform to interact and collaborate other developers who share similar interests. + +## Contributors + +- [GopikrishnanSasikumar](https://github.com/GopikrishnanSasikumar) diff --git a/Tasks/README.md b/Tasks/README.md new file mode 100644 index 0000000..22a101f --- /dev/null +++ b/Tasks/README.md @@ -0,0 +1,2 @@ +# Tasks +Tasks for every day will appear here! diff --git a/Tasks/daily tasks/Abhijeet/task1.py b/Tasks/daily tasks/Abhijeet/task1.py new file mode 100644 index 0000000..3217ca1 --- /dev/null +++ b/Tasks/daily tasks/Abhijeet/task1.py @@ -0,0 +1,19 @@ +#Day2 +# Playing around with tensors + +# 1. Create two numpy arrays of size 5x3 and 3x4. +# 2. Convert them into torch tensors. +# 3. Multiply the two tensors and print the result. + + +import numpy as np +import torch as tp + +a= np.random.rand(5, 3) +b=np.random.rand(3, 4) +a=tp.tensor(a) +b=tp.tensor(b) +print(a.size()) +print(b.size()) +Multipli_tensor=tp.mm(a,b) +print("Multipli_tensor\n",Multipli_tensor) diff --git a/Tasks/daily tasks/Abhijeet/task2.py b/Tasks/daily tasks/Abhijeet/task2.py new file mode 100644 index 0000000..f225f70 --- /dev/null +++ b/Tasks/daily tasks/Abhijeet/task2.py @@ -0,0 +1,31 @@ +import torch.nn as nn +import torch.nn.functional as F +import torch + +class Network(nn.Module): + def __init__(self): + super(Network, self).__init__() + self.conv1 = nn.Conv2d(1, 6, 3) + self.conv2 = nn.Conv2d(6, 16, 3) + self.fc1 = nn.Linear(576, 120) + self.fc2 = nn.Linear(120, 84) + self.Output = nn.Linear(84, 10) + self.sigmoid = nn.Sigmoid() + + + def forward(self, x): + x=self.conv1(x) + x = self.sigmoid(x) + x=self.conv2(x) + x = self.sigmoid(x) + x= self.fc1(x) + x = self.sigmoid(x) + x=self.fc2(x) + x = self.sigmoid(x) + x = self.Output(x) + return x + + +net = Network() +print(net) + diff --git a/Tasks/daily tasks/README.md b/Tasks/daily tasks/README.md new file mode 100644 index 0000000..9a329e5 --- /dev/null +++ b/Tasks/daily tasks/README.md @@ -0,0 +1,21 @@ +# Daily Tasks +Daily tasks for TinkerHub PyTorch Learning program. + +# Guidelines +Use the following steps to participate in the daily tasks. + +* Create a folder with your name in the daily tasks sub repo if it doesn't exist. +* Complete each of the task given in the tasks session. +* Push your code to your folder. +* You can use jupyter notebook or .py files for the tasks. + +# Tasks + +## Day 1 +Day 1 was fun! + +## day 2 +### Playing around with tensors +1. Create two numpy arrays of size 5x3 and 3x4. +2. Convert them into torch tensors. +3. Multiply the two tensors and print the result. diff --git a/Tasks/registration_task/README.md b/Tasks/registration_task/README.md new file mode 100644 index 0000000..0843005 --- /dev/null +++ b/Tasks/registration_task/README.md @@ -0,0 +1,23 @@ +# The Short Listing task + +Inside the ```main.py``` there is a class LinearRegression() Implement it using python and numpy. After finishing the task don't forget to fill the [application form](https://forms.gle/MVbuAjQxWazsmbMw6). +## Requirements + +1. The class should have methods fit() and predict() +2. You will be shortlisted based on the code passing the test case in ```test.py``` +3. You can write the class and run, +``` +pytest test.py +``` +to test if your code works. + +## Steps +1. Create a private repo in your github. +2. Copy the code of ```main.py```, ```test.py``` and ```setup.py``` to corresponding ```main.py```, ```test.py``` and ```setup.py``` in your private repo. +3. Run ```python setup.py install``` for installing numpy and pytest +4. Finish the LinearRegression class. +5. Invite [Gopi](github.com/GopikrishnanSasikumar) to your repo. +6. Fill the [application form](https://forms.gle/MVbuAjQxWazsmbMw6) with your repo url. + +You can use this [reference](https://machinelearningmastery.com/implement-simple-linear-regression-scratch-python/). + diff --git a/Tasks/registration_task/main.py b/Tasks/registration_task/main.py new file mode 100644 index 0000000..b79be69 --- /dev/null +++ b/Tasks/registration_task/main.py @@ -0,0 +1,21 @@ +""" +Implement the linear regression model using python and numpy in the following class. +The method fit() should take inputs like, +x = [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9]] +y = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] +""" + +import numpy + +class LinearRegression(object): + """ + An implementation of linear regression model + """ + + def fit(_input, _output): + pass + + def predict(_input): + pass + + diff --git a/Tasks/registration_task/setup.py b/Tasks/registration_task/setup.py new file mode 100644 index 0000000..6ced2f9 --- /dev/null +++ b/Tasks/registration_task/setup.py @@ -0,0 +1,14 @@ +from setuptools import setup, find_packages + +requirements = [ + "numpy", + "pytest" +] + +setup( + name="registration-task", + version="0.0.1", + zip_safe=False, + packages=find_packages(exclude=['tests']), + include_package_data=True, + install_requires=requirements) diff --git a/Tasks/registration_task/test.py b/Tasks/registration_task/test.py new file mode 100644 index 0000000..dd7ff6b --- /dev/null +++ b/Tasks/registration_task/test.py @@ -0,0 +1,16 @@ +import pytest +from main import LinearRegression +x = [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9]] + +y = [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] +model = LinearRegression() + +model.fit(x, y) + +linear_test_set = [([[10]], 12), ([[11]], 13)] + +@pytest.mark.parametrize(("ip", "op"), linear_test_set) +def test_code(ip, op): + assert int(model.predict(ip)[0]) == op + + diff --git a/projects/README.md b/projects/README.md new file mode 100644 index 0000000..407e4cb --- /dev/null +++ b/projects/README.md @@ -0,0 +1,2 @@ +# Projects +Student projects once finished will be pushed to this monorepo as well! diff --git a/resources/README.md b/resources/README.md new file mode 100644 index 0000000..671dd12 --- /dev/null +++ b/resources/README.md @@ -0,0 +1,14 @@ +# Resources to warm up before the PyTorch Learning Program +You need to know the following stuffs to get started with the PyTorch Learning Program. If you are new here, worry not. You can go through the resources given below and apply for the program! + +## Object Oriented Python Programming +- [Python classes and objects(tutorials point)](https://www.tutorialspoint.com/python/python_classes_objects.htm) +- [Introduction to OOP by Sentdex](https://pythonprogramming.net/object-oriented-programming-introduction-intermediate-python-tutorial/) + +## Git and GitHub +- [GitHub Beginner](https://www.notion.so/GitHub-Beginner-34ddb2bdd2054224bd31c24ce84d64f1) +- [GitHub Advanced](https://www.notion.so/GitHub-Advanced-dc2b226421464ccc8b58b2a2d7b333db) + +## Basics of Machine Learning +- [Machine Learning Intro part 1](https://www.notion.so/0tinkerhub/Machine-Learning-Beginner-60c58689ed454319ab6a1c4019a8c295) +- [Machine Learning Intro part 2](https://www.notion.so/0tinkerhub/Machine-Learning-Advanced-5156f313eab14b1bbb84cfd87c5a892e) diff --git a/resources/th_pytorch_reference.png b/resources/th_pytorch_reference.png new file mode 100644 index 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zdW9k|Z$3Yo0NZy3*?k2kUmRgkVJUyqt$rPzKOjkMm3o7~9vQ_O`XYbc`|lO7*?jP7 zb?OcQK^?^%RhzOjkqB=c)i)NO1h7?F2nj170`uFqy>hLAB$$kvy+W z{mOohZz~rrKcD&GxIlwovnq@F#><6R%{=F*Q2wUyxEIGend@G0$kV*Qs`5%hL+61R zQI8fkKL6p`t8PxtFm10TJ{FH{syvB z<~f9L#6`Tn^Te{!yl`4Ex7e=_53c_Cbzq?f$GJbPQ<||lQCH~4e}Vh6@BIDwJDmXt NJYD@<);T3K0RXHTrl Date: Thu, 11 Jun 2020 15:12:51 +0530 Subject: [PATCH 071/113] Add files via upload --- Tasks/daily tasks/Abhijeet/task2.py | 26 +++++++++++++++++--------- 1 file changed, 17 insertions(+), 9 deletions(-) diff --git a/Tasks/daily tasks/Abhijeet/task2.py b/Tasks/daily tasks/Abhijeet/task2.py index 06f7cd3..f225f70 100644 --- a/Tasks/daily tasks/Abhijeet/task2.py +++ b/Tasks/daily tasks/Abhijeet/task2.py @@ -1,23 +1,31 @@ import torch.nn as nn import torch.nn.functional as F - +import torch class Network(nn.Module): def __init__(self): super(Network, self).__init__() - self.fc1 = nn.Linear(400, 120) + self.conv1 = nn.Conv2d(1, 6, 3) + self.conv2 = nn.Conv2d(6, 16, 3) + self.fc1 = nn.Linear(576, 120) self.fc2 = nn.Linear(120, 84) self.Output = nn.Linear(84, 10) - + self.sigmoid = nn.Sigmoid() + def forward(self, x): - x= self.fc1(x) - x = nn.Sigmoid(x) - x=self.fc2(x) - x = nn.Sigmoid(x) - x = self.Output(x) - return x + x=self.conv1(x) + x = self.sigmoid(x) + x=self.conv2(x) + x = self.sigmoid(x) + x= self.fc1(x) + x = self.sigmoid(x) + x=self.fc2(x) + x = self.sigmoid(x) + x = self.Output(x) + return x net = Network() print(net) + From 5c6c554cf7b8f0111157b8976f6e38284f6b2099 Mon Sep 17 00:00:00 2001 From: abhijeet1999 <38234788+abhijeet1999@users.noreply.github.com> Date: Thu, 11 Jun 2020 15:15:44 +0530 Subject: [PATCH 072/113] Delete ISSUE_TEMPLATE.md --- .../.github/ISSUE_TEMPLATE.md | 23 ------------------- 1 file changed, 23 deletions(-) delete mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/.github/ISSUE_TEMPLATE.md diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/.github/ISSUE_TEMPLATE.md b/ComputerVision-with-PyTorch-Learning-Program-master/.github/ISSUE_TEMPLATE.md deleted file mode 100644 index 919d11a..0000000 --- a/ComputerVision-with-PyTorch-Learning-Program-master/.github/ISSUE_TEMPLATE.md +++ /dev/null @@ -1,23 +0,0 @@ -## Specific Question -> Ask your question here. -## OS, package manager and PyTorch Version -> Add the following details. -* OS - -* PyTorch Version - -* Package Manager - - -## Complete Error Log -> Add your error log here - -👇🏿 Remove these guidelines before filing the issue. -## Guidelines - -> Please google/duckduckgo before asking here - -❗ Please ask specific questions. Check how to ask [smart questions](http://catb.org/~esr/faqs/smart-questions.html) before filing the issue - -Mention your operating system, package manager, pytorch version with the question you asked - -🐛 Add the complete log of error message with source code, if you are asking to help fix a specific bug/problem you encountered. - - From 8f0da8faa21408ea2b8d94988517b722e771c8be Mon Sep 17 00:00:00 2001 From: abhijeet1999 <38234788+abhijeet1999@users.noreply.github.com> Date: Thu, 11 Jun 2020 15:16:00 +0530 Subject: [PATCH 073/113] Delete README.md --- .../Tasks/README.md | 2 -- 1 file changed, 2 deletions(-) delete mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/README.md diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/README.md b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/README.md deleted file mode 100644 index 22a101f..0000000 --- a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/README.md +++ /dev/null @@ -1,2 +0,0 @@ -# Tasks -Tasks for every day will appear here! From 0ad4040b66d8dc94eabd1d8cc210d181865a83da Mon Sep 17 00:00:00 2001 From: abhijeet1999 Date: Thu, 11 Jun 2020 15:24:07 +0530 Subject: [PATCH 074/113] task2 --- .../README.md | 192 ------------------ .../Tasks/daily tasks/Abhijeet/task1.py | 19 -- .../Tasks/daily tasks/Abhijeet/task2.py | 22 -- .../Tasks/daily tasks/README.md | 21 -- .../Tasks/registration_task/README.md | 23 --- .../Tasks/registration_task/main.py | 21 -- .../Tasks/registration_task/setup.py | 14 -- .../Tasks/registration_task/test.py | 16 -- .../projects/README.md | 2 - .../resources/README.md | 14 -- .../resources/th_pytorch_reference.png | Bin 298079 -> 0 bytes 11 files changed, 344 deletions(-) delete mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/README.md delete mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task1.py delete mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task2.py delete mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/README.md delete mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/README.md delete mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/main.py delete mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/setup.py delete mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/test.py delete mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/projects/README.md delete mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/resources/README.md delete mode 100644 ComputerVision-with-PyTorch-Learning-Program-master/resources/th_pytorch_reference.png diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/README.md b/ComputerVision-with-PyTorch-Learning-Program-master/README.md deleted file mode 100644 index 59bbf56..0000000 --- a/ComputerVision-with-PyTorch-Learning-Program-master/README.md +++ /dev/null @@ -1,192 +0,0 @@ -# ComputerVision with PyTorch Learning Program - -Computer Vision using PyTorch Learning Program by TinkerHub Foundation. [PyTorch](https://pytorch.org) is an open source deep learning framework created by [Facebook AI research](https://ai.facebook.com). This learning program will cover the following, - -* Computer vision. -* Pytorch framework. -* Torchvision library. -* Image classification and object detection. -* Transfer learning. - -We will be extensively using the PyTorch docs for conducting this program. - -## Participants criteria -* Should know object oriented programming and python. -* Should know Git and GitHub. -* Should know what is machine learning and some basics(different categories of ML, what is training ? What is testing ? What is dataset..etc) - -All the resources to get you started with the program is given in the [resources folder](https://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/tree/master/resources). You can learn it and finish the task for joining the program! - -## Join the program -This learning program need you to have knowledge in following areas, -1. Python -2. GitHub -3. Basics of Machine Learning - -We have a coding task for selction process. You could check out the task and how to submit task [here](https://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/tree/master/Tasks/registration_task). -Watch the following video for reference. - -[![Watch this video for reference](https://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/blob/master/resources/th_pytorch_reference.png)](https://youtu.be/Y-ikkxfBwIc) - - -## Selection process - -- once the task is completed, You could fill this google form - -- we will update the selction status latest by 5th June. - -- Program starts on 6th June. - - - -## General Program Structure -Every 2 days we will share a chapter of the PyTorch docs in the morning. Participants should go through it. In the evening of the odd days we will give a task. On the following day there will be hangouts sessions with mentors. - - - -## Program Schedule -### Day 1 - -Google meets with the following contents: - -* Welcome note to TinkerHub Computer vision using PyTorch program. -* Intro to PyTorch, navigate through PyTorch website. -* Reading documentations. Explaining the structure of PyTorch docs. -* General structure of the Program. -* Prerequisites, installations, getting to know each other. - -### Day 2 -Morning : In the telegram channel we share the following content. - -1. [What is PyTorch ?](https://pytorch.org/tutorials/beginner/blitz/tensor_tutorial.html#sphx-glr-beginner-blitz-tensor-tutorial-py) -2. [Autograd: Automatic Differentiation](https://pytorch.org/tutorials/beginner/blitz/autograd_tutorial.html#sphx-glr-beginner-blitz-autograd-tutorial-py) - - -Participants should, - -* Go through the docs and learn. -* Try out each of the code snippets in the docs. -* Note down the doubts. -* Ask doubts in the github repo issues. - - -Evening : A task will be given in the telegram channel. Participants should try to do the task, upload the code to the specified GitHub repo. - -### Day 3 -Morning : In the telegram channel we share the following content. - -1. [Neural Networks](https://pytorch.org/tutorials/beginner/blitz/neural_networks_tutorial.html#sphx-glr-beginner-blitz-neural-networks-tutorial-py) -2. [Training a Classifier](https://pytorch.org/tutorials/beginner/blitz/cifar10_tutorial.html#sphx-glr-beginner-blitz-cifar10-tutorial-py) - - -Participants should, - -* Go through the docs and learn. -* Try out each of the code snippets in the docs. -* Note down the doubts. -* Ask doubts in the github repo issues. - - -Evening : A task will be given in the telegram channel. Participants should try to do the task, upload the code to the specified GitHub repo. - -### Day 4 -Google meets sessions with the mentor in the evening. - -* Doubts about the last 2 days topics can be asked. -* Solution of the task will be discussed. - - -### Day 5 -Morning : In the telegram channel we share the following content. - -1. [What is torch.nn really ?](https://pytorch.org/tutorials/beginner/nn_tutorial.html) -2. [Visualising models, data and training with TensorBoard](https://pytorch.org/tutorials/intermediate/tensorboard_tutorial.html) - -Participants should, - -* Go through the docs and learn. -* Try out each of the code snippets in the docs. -* Note down the doubts. -* Ask doubts in the github repo issues. - - -Evening : A task will be given in the telegram channel. Participants should try to do the task, upload the code to the specified GitHub repo. - -### Day 6 -Google meets session with mentor(s) in the evening, - -* Explain the concepts of content shared last day. -* Explain the code line by line. -* Clear doubts. - -### Day 7 -Google meets session on, - -1. What is computer vision ? -2. Algorithms used for computer vision? -3. TorchVision library. - -### Day 8 -In the morning the following content will be shared in telegram. - - -1. [TorchVision fine tuning for computer vision tutorial](https://pytorch.org/tutorials/intermediate/torchvision_tutorial.html) -2. [Transfer learning for computer vision tutorial](https://pytorch.org/tutorials/beginner/transfer_learning_tutorial.html) - - -Participants should, - -* Go through the doc and try to understand. -* Note down the doubts. -* Try out the code. -* Ask doubts in the github repo issues. - -### Day 9 -Google meets sessions with the mentor in the evening. - -* Doubts about the last days topics can be asked. -* Solution of the task will be discussed. - - - -### Day 10 -Google meets session with mentor(s) on, - -* Choosing projects. Participants can choose transfer-learning projects or object detection projects. -* Finding a dataset. Can find a dataset from kaggle..etc. - -### Day 11 -Participants figuring out the project and dataset. -Participants should, - -* Create a GitHub repo for the project. -* Update the Readme file with the details of the project. -* Find the model and dataset they are going to implement. -* Fill the project form with the project repo link. - -### Day 12 -Mentor(s) verify the project ideas. Participants make the changes. - -### Day 13-14 -Project days. - -* Participants do the project. -* Ask doubts to the mentors in github issues and via call. -* Upload the code and trained models to the repo. - -### Day 15 -Mentors verify the projects. Provide feedback as GitHub issues. - -### Day 16 -Final google meets session with, -* Discussion on next steps from here. -* Project demos. -* Certificates distribution. - -## Program partner - -[Facebook Developer Circle Kochi](https://www.facebook.com/groups/DevCKochi/about/) is a forum for developers in Kochi, India and its surroundings who are interested in building on the Facebook platform to interact and collaborate other developers who share similar interests. - -## Contributors - -- [GopikrishnanSasikumar](https://github.com/GopikrishnanSasikumar) diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task1.py b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task1.py deleted file mode 100644 index 3217ca1..0000000 --- a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task1.py +++ /dev/null @@ -1,19 +0,0 @@ -#Day2 -# Playing around with tensors - -# 1. Create two numpy arrays of size 5x3 and 3x4. -# 2. Convert them into torch tensors. -# 3. Multiply the two tensors and print the result. - - -import numpy as np -import torch as tp - -a= np.random.rand(5, 3) -b=np.random.rand(3, 4) -a=tp.tensor(a) -b=tp.tensor(b) -print(a.size()) -print(b.size()) -Multipli_tensor=tp.mm(a,b) -print("Multipli_tensor\n",Multipli_tensor) diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task2.py b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task2.py deleted file mode 100644 index dd65cd2..0000000 --- a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/Abhijeet/task2.py +++ /dev/null @@ -1,22 +0,0 @@ -import torch.nn as nn -import torch.nn.functional as F - - -class Network(nn.Module): - def __init__(self): - super(Network, self).__init__() - self.fc1 = nn.Linear(16 * 5 * 5, 120) - self.fc2 = nn.Linear(120, 84) - self.Output = nn.Linear(84, 10) - - def forward(self, x): - x= self.fc1(x) - x = F.Sigmoid(x) - x=self.fc2(x) - x = F.Sigmoid(x) - x = self.fc3(x) - return x - - -net = Network() -print(net) \ No newline at end of file diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/README.md b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/README.md deleted file mode 100644 index 9a329e5..0000000 --- a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/daily tasks/README.md +++ /dev/null @@ -1,21 +0,0 @@ -# Daily Tasks -Daily tasks for TinkerHub PyTorch Learning program. - -# Guidelines -Use the following steps to participate in the daily tasks. - -* Create a folder with your name in the daily tasks sub repo if it doesn't exist. -* Complete each of the task given in the tasks session. -* Push your code to your folder. -* You can use jupyter notebook or .py files for the tasks. - -# Tasks - -## Day 1 -Day 1 was fun! - -## day 2 -### Playing around with tensors -1. Create two numpy arrays of size 5x3 and 3x4. -2. Convert them into torch tensors. -3. Multiply the two tensors and print the result. diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/README.md b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/README.md deleted file mode 100644 index 0843005..0000000 --- a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/README.md +++ /dev/null @@ -1,23 +0,0 @@ -# The Short Listing task - -Inside the ```main.py``` there is a class LinearRegression() Implement it using python and numpy. After finishing the task don't forget to fill the [application form](https://forms.gle/MVbuAjQxWazsmbMw6). -## Requirements - -1. The class should have methods fit() and predict() -2. You will be shortlisted based on the code passing the test case in ```test.py``` -3. You can write the class and run, -``` -pytest test.py -``` -to test if your code works. - -## Steps -1. Create a private repo in your github. -2. Copy the code of ```main.py```, ```test.py``` and ```setup.py``` to corresponding ```main.py```, ```test.py``` and ```setup.py``` in your private repo. -3. Run ```python setup.py install``` for installing numpy and pytest -4. Finish the LinearRegression class. -5. Invite [Gopi](github.com/GopikrishnanSasikumar) to your repo. -6. Fill the [application form](https://forms.gle/MVbuAjQxWazsmbMw6) with your repo url. - -You can use this [reference](https://machinelearningmastery.com/implement-simple-linear-regression-scratch-python/). - diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/main.py b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/main.py deleted file mode 100644 index b79be69..0000000 --- a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/main.py +++ /dev/null @@ -1,21 +0,0 @@ -""" -Implement the linear regression model using python and numpy in the following class. -The method fit() should take inputs like, -x = [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9]] -y = [1, 2, 3, 4, 5, 6, 7, 8, 9, 10] -""" - -import numpy - -class LinearRegression(object): - """ - An implementation of linear regression model - """ - - def fit(_input, _output): - pass - - def predict(_input): - pass - - diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/setup.py b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/setup.py deleted file mode 100644 index 6ced2f9..0000000 --- a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/setup.py +++ /dev/null @@ -1,14 +0,0 @@ -from setuptools import setup, find_packages - -requirements = [ - "numpy", - "pytest" -] - -setup( - name="registration-task", - version="0.0.1", - zip_safe=False, - packages=find_packages(exclude=['tests']), - include_package_data=True, - install_requires=requirements) diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/test.py b/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/test.py deleted file mode 100644 index dd7ff6b..0000000 --- a/ComputerVision-with-PyTorch-Learning-Program-master/Tasks/registration_task/test.py +++ /dev/null @@ -1,16 +0,0 @@ -import pytest -from main import LinearRegression -x = [[0], [1], [2], [3], [4], [5], [6], [7], [8], [9]] - -y = [2, 3, 4, 5, 6, 7, 8, 9, 10, 11] -model = LinearRegression() - -model.fit(x, y) - -linear_test_set = [([[10]], 12), ([[11]], 13)] - -@pytest.mark.parametrize(("ip", "op"), linear_test_set) -def test_code(ip, op): - assert int(model.predict(ip)[0]) == op - - diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/projects/README.md b/ComputerVision-with-PyTorch-Learning-Program-master/projects/README.md deleted file mode 100644 index 407e4cb..0000000 --- a/ComputerVision-with-PyTorch-Learning-Program-master/projects/README.md +++ /dev/null @@ -1,2 +0,0 @@ -# Projects -Student projects once finished will be pushed to this monorepo as well! diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/resources/README.md b/ComputerVision-with-PyTorch-Learning-Program-master/resources/README.md deleted file mode 100644 index 671dd12..0000000 --- a/ComputerVision-with-PyTorch-Learning-Program-master/resources/README.md +++ /dev/null @@ -1,14 +0,0 @@ -# Resources to warm up before the PyTorch Learning Program -You need to know the following stuffs to get started with the PyTorch Learning Program. If you are new here, worry not. You can go through the resources given below and apply for the program! - -## Object Oriented Python Programming -- [Python classes and objects(tutorials point)](https://www.tutorialspoint.com/python/python_classes_objects.htm) -- [Introduction to OOP by Sentdex](https://pythonprogramming.net/object-oriented-programming-introduction-intermediate-python-tutorial/) - -## Git and GitHub -- [GitHub Beginner](https://www.notion.so/GitHub-Beginner-34ddb2bdd2054224bd31c24ce84d64f1) -- [GitHub Advanced](https://www.notion.so/GitHub-Advanced-dc2b226421464ccc8b58b2a2d7b333db) - -## Basics of Machine Learning -- [Machine Learning Intro part 1](https://www.notion.so/0tinkerhub/Machine-Learning-Beginner-60c58689ed454319ab6a1c4019a8c295) -- [Machine Learning Intro part 2](https://www.notion.so/0tinkerhub/Machine-Learning-Advanced-5156f313eab14b1bbb84cfd87c5a892e) diff --git a/ComputerVision-with-PyTorch-Learning-Program-master/resources/th_pytorch_reference.png 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zdW9k|Z$3Yo0NZy3*?k2kUmRgkVJUyqt$rPzKOjkMm3o7~9vQ_O`XYbc`|lO7*?jP7 zb?OcQK^?^%RhzOjkqB=c)i)NO1h7?F2nj170`uFqy>hLAB$$kvy+W z{mOohZz~rrKcD&GxIlwovnq@F#><6R%{=F*Q2wUyxEIGend@G0$kV*Qs`5%hL+61R zQI8fkKL6p`t8PxtFm10TJ{FH{syvB z<~f9L#6`Tn^Te{!yl`4Ex7e=_53c_Cbzq?f$GJbPQ<||lQCH~4e}Vh6@BIDwJDmXt NJYD@<);T3K0RXHTrl Date: Thu, 11 Jun 2020 15:32:37 +0530 Subject: [PATCH 075/113] task2 --- Tasks/daily tasks/Abhijeet/task2.py | 19 +++++++------------ 1 file changed, 7 insertions(+), 12 deletions(-) diff --git a/Tasks/daily tasks/Abhijeet/task2.py b/Tasks/daily tasks/Abhijeet/task2.py index f225f70..6f308f0 100644 --- a/Tasks/daily tasks/Abhijeet/task2.py +++ b/Tasks/daily tasks/Abhijeet/task2.py @@ -1,31 +1,26 @@ import torch.nn as nn -import torch.nn.functional as F + import torch class Network(nn.Module): - def __init__(self): + def __init__(self,N_in,N_out): super(Network, self).__init__() - self.conv1 = nn.Conv2d(1, 6, 3) - self.conv2 = nn.Conv2d(6, 16, 3) - self.fc1 = nn.Linear(576, 120) + self.input = nn.Linear(N_in, 500) + self.fc1 = nn.Linear(500, 120) self.fc2 = nn.Linear(120, 84) - self.Output = nn.Linear(84, 10) + self.Output = nn.Linear(84, N_out) self.sigmoid = nn.Sigmoid() def forward(self, x): - x=self.conv1(x) - x = self.sigmoid(x) - x=self.conv2(x) - x = self.sigmoid(x) + x=self.input(x) x= self.fc1(x) x = self.sigmoid(x) x=self.fc2(x) - x = self.sigmoid(x) x = self.Output(x) return x -net = Network() +net = Network(600,10) print(net) From 2287a84c27dd149562832f15a4b4112308e8912a Mon Sep 17 00:00:00 2001 From: Swathi Hameed <42898362+swathihameed@users.noreply.github.com> Date: Thu, 11 Jun 2020 15:34:19 +0530 Subject: [PATCH 076/113] Create day_2_tensor multiplication --- .../Swathi/day_2_tensor multiplication | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) create mode 100644 Tasks/daily tasks/Swathi/day_2_tensor multiplication diff --git a/Tasks/daily tasks/Swathi/day_2_tensor multiplication b/Tasks/daily tasks/Swathi/day_2_tensor multiplication new file mode 100644 index 0000000..a411c64 --- /dev/null +++ b/Tasks/daily tasks/Swathi/day_2_tensor multiplication @@ -0,0 +1,18 @@ +""" + Create two numpy arrays of size 5x3 and 3x4. + Convert them into torch tensors. + Multiply the two tensors and print the result. + +""" + +from __future__ import print_function +import torch +import numpy as np +import random + +x = np.random.randn(5, 3) +y = np.random.randn(3, 4) +x1 = torch.from_numpy(x) +y1 = torch.from_numpy(y) + +result = torch.matmul(x1, y1) From 71ae66c3bebb66224d6186e52f20772635a2c33f Mon Sep 17 00:00:00 2001 From: Mohammed Arshu PT <34481775+arshupt@users.noreply.github.com> Date: Thu, 11 Jun 2020 15:50:46 +0530 Subject: [PATCH 077/113] Task2 updated --- Tasks/daily tasks/Mohammed Arshu/task2.py | 19 +++++++++++++++++++ 1 file changed, 19 insertions(+) create mode 100644 Tasks/daily tasks/Mohammed Arshu/task2.py diff --git a/Tasks/daily tasks/Mohammed Arshu/task2.py b/Tasks/daily tasks/Mohammed Arshu/task2.py new file mode 100644 index 0000000..bbfddf8 --- /dev/null +++ b/Tasks/daily tasks/Mohammed Arshu/task2.py @@ -0,0 +1,19 @@ +import torch +import torch.nn as nn + +class Net(nn.Module): + def __init__(self): + super(Net, self).__init__() + self.inputSize = 2 + self.outputSize = 1 + self.input = nn.Linear(self.inputSize, 10) + self.hidden = nn.Linear(10, 15) + self.output = nn.Linear(15, self.outputSize) + def forward(self, X): + X = self.input(X) + X = nn.Sigmoid(self.hidden(X)) + o = self.output(X) + return o + +net = Net() +print(net) From 8fdadc6778c1fafaae01d58c84b4343d6c1222a0 Mon Sep 17 00:00:00 2001 From: Jaseemck Date: Thu, 11 Jun 2020 16:09:06 +0530 Subject: [PATCH 078/113] Added task2-NeuralNetwork --- Tasks/daily tasks/Jaseem ck/Task_2.ipynb | 90 ++++++++++++++++++++++++ 1 file changed, 90 insertions(+) create mode 100644 Tasks/daily tasks/Jaseem ck/Task_2.ipynb diff --git a/Tasks/daily tasks/Jaseem ck/Task_2.ipynb b/Tasks/daily tasks/Jaseem ck/Task_2.ipynb new file mode 100644 index 0000000..e670e2d --- /dev/null +++ b/Tasks/daily tasks/Jaseem ck/Task_2.ipynb @@ -0,0 +1,90 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "name": "tinkerhubpytorch.ipynb", + "provenance": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + } + }, + "cells": [ + { + "cell_type": "code", + "metadata": { + "id": "p_XfBfF72I13", + "colab_type": "code", + "colab": {} + }, + "source": [ + "import torch.nn as nn\n", + "import torch.nn.functional as F\n", + "class Net(nn.Module):\n", + " def __init__(self,):\n", + " super(Net, self).__init__()\n", + " self.fc1 = nn.Linear(256,64)\n", + " self.fc2 = nn.Linear(64,32)\n", + " self.fc3 = nn.Linear(32, 10)\n", + " def forward(self, x):\n", + " x = self.fc1(x)\n", + " x = F.Sigmoid(x)\n", + " x = self.fc2(x)\n", + " x = F.Sigmoid(x)\n", + " x = self.fc3(x)\n", + " return x\n" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "oqld3eV4veTJ", + "colab_type": "code", + "colab": {} + }, + "source": [ + "model = Net()" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "pjLG2lp2vgmS", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 104 + }, + "outputId": "52d81444-c0a7-4e70-fc62-517e035fccb2" + }, + "source": [ + "model" + ], + "execution_count": 42, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Net(\n", + " (fc1): Linear(in_features=256, out_features=64, bias=True)\n", + " (fc2): Linear(in_features=64, out_features=32, bias=True)\n", + " (fc3): Linear(in_features=32, out_features=10, bias=True)\n", + ")" + ] + }, + "metadata": { + "tags": [] + }, + "execution_count": 42 + } + ] + } + ] +} \ No newline at end of file From 975e567763f9195eea51dec2c887003e934b56e4 Mon Sep 17 00:00:00 2001 From: Hashina <66195176+hashina67@users.noreply.github.com> Date: Thu, 11 Jun 2020 16:23:51 +0530 Subject: [PATCH 079/113] Create daay_4.py --- Tasks/daily tasks/Hashina/daay_4.py | 17 +++++++++++++++++ 1 file changed, 17 insertions(+) create mode 100644 Tasks/daily tasks/Hashina/daay_4.py diff --git a/Tasks/daily tasks/Hashina/daay_4.py b/Tasks/daily tasks/Hashina/daay_4.py new file mode 100644 index 0000000..e740d9e --- /dev/null +++ b/Tasks/daily tasks/Hashina/daay_4.py @@ -0,0 +1,17 @@ +from torch import nn +class Network(nn.Module): + def __init__(self): + super().__init__() + + self.hidden = nn.Linear(1, 2) + self.output = nn.Linear(2, 1) + + self.sigmoid = nn.Sigmoid() + + def forward(self, x): + x = self.hidden(x) + x = self.sigmoid(x) + x = self.output(x) + + return x + From eb7c7fef2007bf01f33a62bd9ac22c5a79e88d9a Mon Sep 17 00:00:00 2001 From: Hashina <66195176+hashina67@users.noreply.github.com> Date: Thu, 11 Jun 2020 16:24:17 +0530 Subject: [PATCH 080/113] Rename daay_4.py to day_4.py --- Tasks/daily tasks/Hashina/{daay_4.py => day_4.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename Tasks/daily tasks/Hashina/{daay_4.py => day_4.py} (100%) diff --git a/Tasks/daily tasks/Hashina/daay_4.py b/Tasks/daily tasks/Hashina/day_4.py similarity index 100% rename from Tasks/daily tasks/Hashina/daay_4.py rename to Tasks/daily tasks/Hashina/day_4.py From 0022d40864a974a87558d60cda628558f01a267d Mon Sep 17 00:00:00 2001 From: Hashina <66195176+hashina67@users.noreply.github.com> Date: Thu, 11 Jun 2020 16:24:34 +0530 Subject: [PATCH 081/113] Update day_4.py --- Tasks/daily tasks/Hashina/day_4.py | 1 + 1 file changed, 1 insertion(+) diff --git a/Tasks/daily tasks/Hashina/day_4.py b/Tasks/daily tasks/Hashina/day_4.py index e740d9e..b4285fa 100644 --- a/Tasks/daily tasks/Hashina/day_4.py +++ b/Tasks/daily tasks/Hashina/day_4.py @@ -1,4 +1,5 @@ from torch import nn + class Network(nn.Module): def __init__(self): super().__init__() From cf28a8090710de6b865c7a3e637d76337befc124 Mon Sep 17 00:00:00 2001 From: Fazil Babu Date: Thu, 11 Jun 2020 16:25:21 +0530 Subject: [PATCH 082/113] Task 2 Done --- Tasks/daily tasks/fazil_babu/task2.ipynb | 71 ++++++++++++++++++++++++ 1 file changed, 71 insertions(+) create mode 100644 Tasks/daily tasks/fazil_babu/task2.ipynb diff --git a/Tasks/daily tasks/fazil_babu/task2.ipynb b/Tasks/daily tasks/fazil_babu/task2.ipynb new file mode 100644 index 0000000..a7f006c --- /dev/null +++ b/Tasks/daily tasks/fazil_babu/task2.ipynb @@ -0,0 +1,71 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 226, + "metadata": {}, + "outputs": [], + "source": [ + "import torch\n", + "from torch import nn" + ] + }, + { + "cell_type": "code", + "execution_count": 227, + "metadata": {}, + "outputs": [], + "source": [ + "model = nn.Sequential(\n", + " nn.Linear(784, 8),\n", + " nn.Sigmoid(),\n", + " nn.Linear(8, 8),\n", + " nn.Sigmoid(),\n", + " nn.Linear(8, 8),\n", + " nn.Sigmoid(),\n", + " nn.Linear(8, 10),\n", + " nn.Softmax()\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 228, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": "Sequential(\n (0): Linear(in_features=784, out_features=8, bias=True)\n (1): Sigmoid()\n (2): Linear(in_features=8, out_features=8, bias=True)\n (3): Sigmoid()\n (4): Linear(in_features=8, out_features=8, bias=True)\n (5): Sigmoid()\n (6): Linear(in_features=8, out_features=10, bias=True)\n (7): Softmax(dim=None)\n)" + }, + "metadata": {}, + "execution_count": 228 + } + ], + "source": [ + "model" + ] + } + ], + "metadata": { + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.8.2-final" + }, + "orig_nbformat": 2, + "kernelspec": { + "name": "python38264bit88c5656e839e4b9dbfc47071a86401a2", + "display_name": "Python 3.8.2 64-bit" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} \ No newline at end of file From f1787faf6000292febbf9b06265ea19a44e80bae Mon Sep 17 00:00:00 2001 From: Fazil Babu Date: Thu, 11 Jun 2020 16:26:20 +0530 Subject: [PATCH 083/113] Task 2 updated --- Tasks/daily tasks/fazil_babu/task2.ipynb | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/Tasks/daily tasks/fazil_babu/task2.ipynb b/Tasks/daily tasks/fazil_babu/task2.ipynb index a7f006c..b24f284 100644 --- a/Tasks/daily tasks/fazil_babu/task2.ipynb +++ b/Tasks/daily tasks/fazil_babu/task2.ipynb @@ -2,17 +2,19 @@ "cells": [ { "cell_type": "code", - "execution_count": 226, + "execution_count": 229, "metadata": {}, "outputs": [], "source": [ + "# Task given on day 4\n", + "\n", "import torch\n", "from torch import nn" ] }, { "cell_type": "code", - "execution_count": 227, + "execution_count": 230, "metadata": {}, "outputs": [], "source": [ @@ -30,7 +32,7 @@ }, { "cell_type": "code", - "execution_count": 228, + "execution_count": 231, "metadata": {}, "outputs": [ { @@ -39,7 +41,7 @@ "text/plain": "Sequential(\n (0): Linear(in_features=784, out_features=8, bias=True)\n (1): Sigmoid()\n (2): Linear(in_features=8, out_features=8, bias=True)\n (3): Sigmoid()\n (4): Linear(in_features=8, out_features=8, bias=True)\n (5): Sigmoid()\n (6): Linear(in_features=8, out_features=10, bias=True)\n (7): Softmax(dim=None)\n)" }, "metadata": {}, - "execution_count": 228 + "execution_count": 231 } ], "source": [ From 7015591cdb254e2e5bdf8448c11a9745a59bf88f Mon Sep 17 00:00:00 2001 From: Issac Antony Date: Thu, 11 Jun 2020 17:59:58 +0530 Subject: [PATCH 084/113] second task --- Tasks/daily tasks/Issac_Antony/day4_task.py | 32 +++++++++++++++++++++ 1 file changed, 32 insertions(+) create mode 100644 Tasks/daily tasks/Issac_Antony/day4_task.py diff --git a/Tasks/daily tasks/Issac_Antony/day4_task.py b/Tasks/daily tasks/Issac_Antony/day4_task.py new file mode 100644 index 0000000..d94d614 --- /dev/null +++ b/Tasks/daily tasks/Issac_Antony/day4_task.py @@ -0,0 +1,32 @@ +import torch +import torch.nn as nn +import torch.nn.functional as F + + +class Net(nn.Module): + + def __init__(self): + super(Net, self).__init__() + self.conv1 = nn.Conv2d(1, 6, 5) + self.conv2 = nn.Conv2d(6, 16, 5) + self.fc1 = nn.Linear(16 * 5 * 5, 120) + self.fc2 = nn.Linear(120, 10) + + def forward(self, x): + x = F.max_pool2d(F.sigmoid(self.conv1(x)), (2, 2)) + x = F.max_pool2d(F.sigmoid(self.conv2(x)), 2) + x = x.view(-1, self.num_flat_features(x)) + x = F.sigmoid(self.fc1(x)) + x = self.fc2(x) + return x + + def num_flat_features(self, x): + size = x.size()[1:] + num_features = 1 + for s in size: + num_features *= s + return num_features + + +net = Net() +print(net) From 3c77d9dd6abff633bd78b50c627d4c7ace3768da Mon Sep 17 00:00:00 2001 From: farhan-najeeb Date: Thu, 11 Jun 2020 18:00:28 +0530 Subject: [PATCH 085/113] completed day 4 task --- Tasks/daily tasks/Farhan_Najeeb/day_4_task.py | 32 +++++++++++++++++++ 1 file changed, 32 insertions(+) create mode 100644 Tasks/daily tasks/Farhan_Najeeb/day_4_task.py diff --git a/Tasks/daily tasks/Farhan_Najeeb/day_4_task.py b/Tasks/daily tasks/Farhan_Najeeb/day_4_task.py new file mode 100644 index 0000000..d94d614 --- /dev/null +++ b/Tasks/daily tasks/Farhan_Najeeb/day_4_task.py @@ -0,0 +1,32 @@ +import torch +import torch.nn as nn +import torch.nn.functional as F + + +class Net(nn.Module): + + def __init__(self): + super(Net, self).__init__() + self.conv1 = nn.Conv2d(1, 6, 5) + self.conv2 = nn.Conv2d(6, 16, 5) + self.fc1 = nn.Linear(16 * 5 * 5, 120) + self.fc2 = nn.Linear(120, 10) + + def forward(self, x): + x = F.max_pool2d(F.sigmoid(self.conv1(x)), (2, 2)) + x = F.max_pool2d(F.sigmoid(self.conv2(x)), 2) + x = x.view(-1, self.num_flat_features(x)) + x = F.sigmoid(self.fc1(x)) + x = self.fc2(x) + return x + + def num_flat_features(self, x): + size = x.size()[1:] + num_features = 1 + for s in size: + num_features *= s + return num_features + + +net = Net() +print(net) From bba7197b2a404d7571c22ec511354f873c2b5d6c Mon Sep 17 00:00:00 2001 From: Paul Elias Sojan Date: Thu, 11 Jun 2020 19:48:42 +0530 Subject: [PATCH 086/113] task2.py --- Tasks/daily tasks/Paul Elias Sojan/task2.py | 22 +++++++++++++++++++++ 1 file changed, 22 insertions(+) create mode 100644 Tasks/daily tasks/Paul Elias Sojan/task2.py diff --git a/Tasks/daily tasks/Paul Elias Sojan/task2.py b/Tasks/daily tasks/Paul Elias Sojan/task2.py new file mode 100644 index 0000000..5ff1c38 --- /dev/null +++ b/Tasks/daily tasks/Paul Elias Sojan/task2.py @@ -0,0 +1,22 @@ +import torch +import torch.nn as nn + + +class NeuralNetwork(nn.Module): + def __init__(self): + super(NeuralNetwork, self).__init__() + self.input = nn.Linear(28*28,100) + self.fc1 = nn.Linear(100, 200) + self.sigmoid = nn.Sigmoid() + self.fc2 = nn.Linear(200, 50) + self.out = nn.Linear(50,10) + + def forward(self,x): + x=self.input(x) + x = self.sigmoid(self.fc1(x)) + x=self.sigmoid(self.fc2(x)) + x=self.out(x) + + +n = NeuralNetwork() +print(n) From 247dcbb154583c7900f7aafb6dcae1608378ca40 Mon Sep 17 00:00:00 2001 From: Hari Krishnan U Date: Thu, 11 Jun 2020 20:09:15 +0530 Subject: [PATCH 087/113] Create neural_net.py --- Tasks/daily tasks/Hari Krishnan/neural_net.py | 31 +++++++++++++++++++ 1 file changed, 31 insertions(+) create mode 100644 Tasks/daily tasks/Hari Krishnan/neural_net.py diff --git a/Tasks/daily tasks/Hari Krishnan/neural_net.py b/Tasks/daily tasks/Hari Krishnan/neural_net.py new file mode 100644 index 0000000..db31752 --- /dev/null +++ b/Tasks/daily tasks/Hari Krishnan/neural_net.py @@ -0,0 +1,31 @@ +import torch +import torch.nn as nn + + +class Net(nn.Module): + def __init__(self): + super(Net, self).__init__() + self.input = nn.Linear(784, 392) + self.hidden1 = nn.Linear(392, 98) + self.sigmoid = nn.Sigmoid() + self.hidden2 = nn.Linear(98, 14) + self.output = nn.Linear(14, 3) + + def forward(self, x): + x = self.input(x) + x = self.hidden1(x) + x = self.sigmoid(x) + x = self.hidden2(x) + x = self.output(x) + return x + + def num_flat_features(self, x): + size = x.size()[1:] + num_features = 1 + for s in size: + num_features *= s + return num_features + + +model = Net() +print(model) From 00f4c458e5a44cb42d88edfa9f0ce109a3a98416 Mon Sep 17 00:00:00 2001 From: Hari Krishnan U Date: Thu, 11 Jun 2020 20:10:08 +0530 Subject: [PATCH 088/113] Rename neural_net.py to Day4-task.py --- Tasks/daily tasks/Hari Krishnan/{neural_net.py => Day4-task.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename Tasks/daily tasks/Hari Krishnan/{neural_net.py => Day4-task.py} (100%) diff --git a/Tasks/daily tasks/Hari Krishnan/neural_net.py b/Tasks/daily tasks/Hari Krishnan/Day4-task.py similarity index 100% rename from Tasks/daily tasks/Hari Krishnan/neural_net.py rename to Tasks/daily tasks/Hari Krishnan/Day4-task.py From 652dbc498065a1f6285c367dee9fd368b57ef5e7 Mon Sep 17 00:00:00 2001 From: Hari Krishnan U Date: Thu, 11 Jun 2020 20:10:24 +0530 Subject: [PATCH 089/113] Rename Day4-task.py to task2.py --- Tasks/daily tasks/Hari Krishnan/{Day4-task.py => task2.py} | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename Tasks/daily tasks/Hari Krishnan/{Day4-task.py => task2.py} (100%) diff --git a/Tasks/daily tasks/Hari Krishnan/Day4-task.py b/Tasks/daily tasks/Hari Krishnan/task2.py similarity index 100% rename from Tasks/daily tasks/Hari Krishnan/Day4-task.py rename to Tasks/daily tasks/Hari Krishnan/task2.py From 655d2e6cf8d080e50e123231aa4b6f6987b0a0e0 Mon Sep 17 00:00:00 2001 From: Gopikrishnan K Date: Thu, 11 Jun 2020 21:40:00 +0530 Subject: [PATCH 090/113] day2 task upd --- .../Day2_Task-checkpoint.ipynb | 6 ++ .../daily tasks/GopikrishnanK/Day2_Task.ipynb | 90 +++++++++++++++++++ 2 files changed, 96 insertions(+) create mode 100644 Tasks/daily tasks/GopikrishnanK/.ipynb_checkpoints/Day2_Task-checkpoint.ipynb create mode 100644 Tasks/daily tasks/GopikrishnanK/Day2_Task.ipynb diff --git a/Tasks/daily tasks/GopikrishnanK/.ipynb_checkpoints/Day2_Task-checkpoint.ipynb b/Tasks/daily tasks/GopikrishnanK/.ipynb_checkpoints/Day2_Task-checkpoint.ipynb new file mode 100644 index 0000000..2fd6442 --- /dev/null +++ b/Tasks/daily tasks/GopikrishnanK/.ipynb_checkpoints/Day2_Task-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Tasks/daily tasks/GopikrishnanK/Day2_Task.ipynb b/Tasks/daily tasks/GopikrishnanK/Day2_Task.ipynb new file mode 100644 index 0000000..4a57f0e --- /dev/null +++ b/Tasks/daily tasks/GopikrishnanK/Day2_Task.ipynb @@ -0,0 +1,90 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [], + "source": [ + "import torch\n", + "import numpy as np\n", + "\n", + "arr1 = np.array([[1,2,3],[4,5,6],[7,8,9],[10,11,12],[13,14,15]])\n", + "arr2 = np.array([[3,4,5,6],[7,8,9,10],[11,12,13,14]])\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "tensor([[ 3, 4, 5, 6],\n", + " [ 7, 8, 9, 10],\n", + " [11, 12, 13, 14]], dtype=torch.int32)\n" + ] + } + ], + "source": [ + "tens1 = torch.from_numpy(arr1)\n", + "tens2 = torch.from_numpy(arr2)\n", + "\n", + "print(tens2)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "tensor([[ 50, 56, 62, 68],\n", + " [113, 128, 143, 158],\n", + " [176, 200, 224, 248],\n", + " [239, 272, 305, 338],\n", + " [302, 344, 386, 428]], dtype=torch.int32)\n" + ] + } + ], + "source": [ + "ans = torch.mm(tens1, tens2)\n", + "print(ans)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 0dca7d10d52ee6241a5feb2ead743e1ea4312863 Mon Sep 17 00:00:00 2001 From: 5hade5layer Date: Fri, 12 Jun 2020 00:16:51 +0530 Subject: [PATCH 091/113] task-2 --- Tasks/daily tasks/Bharath.T.U/task2.py | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) create mode 100644 Tasks/daily tasks/Bharath.T.U/task2.py diff --git a/Tasks/daily tasks/Bharath.T.U/task2.py b/Tasks/daily tasks/Bharath.T.U/task2.py new file mode 100644 index 0000000..0516230 --- /dev/null +++ b/Tasks/daily tasks/Bharath.T.U/task2.py @@ -0,0 +1,21 @@ +import torch +import torch.nn as nn +class Net(nn.Module): + + def __init__(self,n_in,n_out): + super(Net, self).__init__() + self.in_layer = nn.Linear(n_in, 512) + self.h1_layer = nn.Linear(512, 256) + self.h2_layer = nn.Linear(256, 128) + self.out_layer = nn.Linear(128, n_out) + self.activation = nn.Sigmoid() + + def forward(self, x): + x = self.in_layer(x) + x = self.h1_layer(x) + x = self.activation(x) + x = self.h2_layer(x) + x = self.out_layer(x) + return x +net = Net(1024,64) +print(net) From 486d8b7ebdd44e592da592ca33798f1a943991a4 Mon Sep 17 00:00:00 2001 From: Rinsa Fathima Date: Fri, 12 Jun 2020 00:34:59 +0530 Subject: [PATCH 092/113] completed task2 --- Tasks/daily tasks/Rinsa Fathima CM/task2.py | 21 +++++++++++++++++++++ 1 file changed, 21 insertions(+) create mode 100644 Tasks/daily tasks/Rinsa Fathima CM/task2.py diff --git a/Tasks/daily tasks/Rinsa Fathima CM/task2.py b/Tasks/daily tasks/Rinsa Fathima CM/task2.py new file mode 100644 index 0000000..201d9d5 --- /dev/null +++ b/Tasks/daily tasks/Rinsa Fathima CM/task2.py @@ -0,0 +1,21 @@ +import torch +import torch.nn as nn + +class Net(nn.Module): + def __init__(self): + super(Net,self).__init__() + self.input=nn.Linear(400,200) + self.hidden1=nn.Linear(200,100) + self.sigmoid=nn.Sigmoid() + self.hidden2=nn.Linear(100,50) + self.output=nn.Linear(50,25) + + def forward(self,x): + x=self.input(x) + x=self.hidden1(x) + x=self.sigmoid(x) + x=self.hidden2(x) + x=self.output(x) + return x +model=Net() +print(model) \ No newline at end of file From 12829bea92a0fca47a2249d9aa6dff837ea42e76 Mon Sep 17 00:00:00 2001 From: muhammadbasilv <66244819+muhammadbasilv@users.noreply.github.com> Date: Fri, 12 Jun 2020 11:00:18 +0530 Subject: [PATCH 093/113] Add files via upload --- Tasks/daily tasks/basil/task3.ipynb | 132 ++++++++++++++++++++++++++++ 1 file changed, 132 insertions(+) create mode 100644 Tasks/daily tasks/basil/task3.ipynb diff --git a/Tasks/daily tasks/basil/task3.ipynb b/Tasks/daily tasks/basil/task3.ipynb new file mode 100644 index 0000000..085d106 --- /dev/null +++ b/Tasks/daily tasks/basil/task3.ipynb @@ -0,0 +1,132 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "name": "task3.ipynb", + "provenance": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + } + }, + "cells": [ + { + "cell_type": "code", + "metadata": { + "id": "cF8e7eTbCp_A", + "colab_type": "code", + "colab": {} + }, + "source": [ + "import torch\n", + "from torch import nn\n", + "import torch.nn.functional as F" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "vRm9TDVhCyUO", + "colab_type": "code", + "colab": {} + }, + "source": [ + "class neural_net(nn.Module):\n", + " def __init__(self,input_shape,hid1,hid2,output_shape):\n", + " super().__init__()\n", + " self.layer1=nn.Linear(input_shape,hid1)\n", + " self.layer2=nn.Linear(hid1,hid2)\n", + " self.ouput=nn.Linear(hid2,output_shape)\n", + " def forward(self,x):\n", + " x=torch.sigmoid(self.layer1(x))\n", + " x=torch.sigmoid(self.layer2(x))\n", + " x=self.ouput(x)\n", + " return x" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "G5FNnlMrFRBc", + "colab_type": "code", + "colab": {} + }, + "source": [ + "moodel=neural_net(1024,256,256,1)" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "XRssQTOnL7-4", + "colab_type": "code", + "outputId": "2c28c93f-8dd7-4d39-a6c0-ae9cde831dbd", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 102 + } + }, + "source": [ + "moodel" + ], + "execution_count": 4, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "neural_net(\n", + " (layer1): Linear(in_features=1024, out_features=256, bias=True)\n", + " (layer2): Linear(in_features=256, out_features=256, bias=True)\n", + " (ouput): Linear(in_features=256, out_features=1, bias=True)\n", + ")" + ] + }, + "metadata": { + "tags": [] + }, + "execution_count": 4 + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "asRGX2GaHD_U", + "colab_type": "code", + "outputId": "13cf080a-2131-47d0-9b9c-90ec8c37f4b1", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 34 + } + }, + "source": [ + "input=torch.randn(1,1024)\n", + "moodel(input)" + ], + "execution_count": 6, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "tensor([[0.2871]], grad_fn=)" + ] + }, + "metadata": { + "tags": [] + }, + "execution_count": 6 + } + ] + } + ] +} \ No newline at end of file From 11de06da783068a7f8f712d03aefdd5aa3d2a64b Mon Sep 17 00:00:00 2001 From: Mohammed Arshu PT <34481775+arshupt@users.noreply.github.com> Date: Fri, 12 Jun 2020 13:09:31 +0530 Subject: [PATCH 094/113] Delete task2.py --- Tasks/daily tasks/Mohammed Arshu/task2.py | 19 ------------------- 1 file changed, 19 deletions(-) delete mode 100644 Tasks/daily tasks/Mohammed Arshu/task2.py diff --git a/Tasks/daily tasks/Mohammed Arshu/task2.py b/Tasks/daily tasks/Mohammed Arshu/task2.py deleted file mode 100644 index bbfddf8..0000000 --- a/Tasks/daily tasks/Mohammed Arshu/task2.py +++ /dev/null @@ -1,19 +0,0 @@ -import torch -import torch.nn as nn - -class Net(nn.Module): - def __init__(self): - super(Net, self).__init__() - self.inputSize = 2 - self.outputSize = 1 - self.input = nn.Linear(self.inputSize, 10) - self.hidden = nn.Linear(10, 15) - self.output = nn.Linear(15, self.outputSize) - def forward(self, X): - X = self.input(X) - X = nn.Sigmoid(self.hidden(X)) - o = self.output(X) - return o - -net = Net() -print(net) From e8daaee225a14614e0a55e8a4c1744413ae769bb Mon Sep 17 00:00:00 2001 From: Mohammed Arshu PT <34481775+arshupt@users.noreply.github.com> Date: Fri, 12 Jun 2020 13:11:29 +0530 Subject: [PATCH 095/113] Task 2 updated --- Tasks/daily tasks/Mohammed Arshu/task2.py | 44 +++++++++++++++++++++++ 1 file changed, 44 insertions(+) create mode 100644 Tasks/daily tasks/Mohammed Arshu/task2.py diff --git a/Tasks/daily tasks/Mohammed Arshu/task2.py b/Tasks/daily tasks/Mohammed Arshu/task2.py new file mode 100644 index 0000000..e9a2b9c --- /dev/null +++ b/Tasks/daily tasks/Mohammed Arshu/task2.py @@ -0,0 +1,44 @@ +import torch +import torch.nn as nn +import torch.optim as optim + +class Net(nn.Module): + def __init__(self): + super(Net, self).__init__() + self.inputSize = 3 + self.outputSize = 1 + self.input = nn.Linear(self.inputSize, 10) + self.sigmoid = nn.Sigmoid() + self.hidden = nn.Linear(10, 15) + self.output = nn.Linear(15, self.outputSize) + def forward(self, X): + X = self.sigmoid(self.input(X)) + X = self.sigmoid(self.hidden(X)) + X = self.sigmoid(self.output(X)) + return X + +net = Net() +print(net) + +X=torch.randn(3,3) +Y=torch.tensor( + [ + [1.0], + [1.0], + [0.0] + ] +) + +net.zero_grad() +criterion = nn.MSELoss() +optimizer = optim.SGD(net.parameters(), lr=0.01) + +for i in range(10000): + output = net(X) + loss = criterion(output,Y) + print(loss) + loss.backward() + optimizer.step() + +print(net(X)) +print(Y) \ No newline at end of file From d67e51fa2b9911df1982a1e7ee7ea980413f8452 Mon Sep 17 00:00:00 2001 From: sreerajpr06 <55621924+sreerajpr06@users.noreply.github.com> Date: Fri, 12 Jun 2020 15:45:48 +0530 Subject: [PATCH 096/113] Completed task of day 4 --- Tasks/daily tasks/sreeraj/day4.py | 37 +++++++++++++++++++++++++++++++ 1 file changed, 37 insertions(+) create mode 100644 Tasks/daily tasks/sreeraj/day4.py diff --git a/Tasks/daily tasks/sreeraj/day4.py b/Tasks/daily tasks/sreeraj/day4.py new file mode 100644 index 0000000..85d0d37 --- /dev/null +++ b/Tasks/daily tasks/sreeraj/day4.py @@ -0,0 +1,37 @@ +import torch +import torch.nn as nn +import torch.optim as optim + +class Net(nn.Module): + def __init__(self): + super().__init__() + self.h1 = nn.Linear(3, 6) + self.h2 = nn.Linear(6, 6) + self.op = nn.Linear(6, 1) + self.sigmoid = nn.Sigmoid() + + + def forward(self, x): + x = self.sigmoid(self.h1(x)) + x = self.sigmoid(self.h2(x)) + x = self.op(x) + return x + + +ip = torch.randn(4, 3) +op = torch.randn(4, 1) + +model = Net() +epoch = 10000 +optimizer = optim.SGD(model.parameters(), lr=0.01) +criterion = nn.MSELoss() + +for i in range(epoch): + out = model(ip) + loss = criterion(out, op) + model.zero_grad() + loss.backward() + optimizer.step() + +print("Loss : ", loss) +print("Prediction : ", out) From 4909a0e3cf966746c5396bf8c978447bb9903465 Mon Sep 17 00:00:00 2001 From: JAMCVP <48785731+JAMCVP@users.noreply.github.com> Date: Fri, 12 Jun 2020 16:54:07 +0530 Subject: [PATCH 097/113] task2.py --- Tasks/daily tasks/Jamcey_V_P/task2.py | 34 +++++++++++++++++++++++++++ 1 file changed, 34 insertions(+) create mode 100644 Tasks/daily tasks/Jamcey_V_P/task2.py diff --git a/Tasks/daily tasks/Jamcey_V_P/task2.py b/Tasks/daily tasks/Jamcey_V_P/task2.py new file mode 100644 index 0000000..aaaa057 --- /dev/null +++ b/Tasks/daily tasks/Jamcey_V_P/task2.py @@ -0,0 +1,34 @@ +import torch +import torch.nn as nn + +class neural_network(nn.Module): + def __init__(self, ): + super(neural_network, self).__init__() + + self.input_layer = 4 # Number of input units + self.hidden_layer1 = 5 # Number of hidden units + self.hidden_layer2 = 3 # Number of hidden units + self.output_layer = 1 # Number of output units + + # Weights + W1 = torch.randn(self.input_layer, self.hidden_layer1) + W2 = torch.randn(self.hidden_layer1, self.hidden_layer2) + W3 = torch.randn(self.hidden_layer2, self.output_layer) + + + # bias + B1 = torch.randn((1, self.hidden_layer1)) + B2 = torch.randn((1,self.hidden_layer2)) + B3 = torch.randn((1,self.output_layer)) + + def forward(self, X): + z1 = torch.mm(X, w1) + b1 + Relu = nn.ReLU() + a1 = Relu(z1) + z2 = torch.mm(X, w2) + b2 + Relu = nn.ReLU() + a2 = Relu(z2) + z3 = torch.mm(X, w3) + b3 + Sigmoid = nn.Sigmoid() + Result = Sigmoid(z3) + return Result From 9278adbf5a7b664cc6069d21119c2d292a18c89e Mon Sep 17 00:00:00 2001 From: Randheerrrk Date: Sat, 13 Jun 2020 13:13:50 +0530 Subject: [PATCH 098/113] day 4 --- Tasks/daily tasks/Randheerrrk/day4.ipynb | 103 +++++++++++++++++++++++ 1 file changed, 103 insertions(+) create mode 100644 Tasks/daily tasks/Randheerrrk/day4.ipynb diff --git a/Tasks/daily tasks/Randheerrrk/day4.ipynb b/Tasks/daily tasks/Randheerrrk/day4.ipynb new file mode 100644 index 0000000..99acda8 --- /dev/null +++ b/Tasks/daily tasks/Randheerrrk/day4.ipynb @@ -0,0 +1,103 @@ +{ + "nbformat": 4, + "nbformat_minor": 0, + "metadata": { + "colab": { + "name": "day4.ipynb", + "provenance": [] + }, + "kernelspec": { + "name": "python3", + "display_name": "Python 3" + } + }, + "cells": [ + { + "cell_type": "code", + "metadata": { + "id": "HiM8CZJPk6jc", + "colab_type": "code", + "colab": {} + }, + "source": [ + "import torch.nn as nn\n", + "import torch.nn.functional as f" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "sOedKVRUlJ9y", + "colab_type": "code", + "colab": {} + }, + "source": [ + "class Net(nn.Module) :\n", + " def __init__(self) :\n", + " super(Net, self).__init__()\n", + " self.i = nn.Linear(64, 32)\n", + " self.h = nn.Linear(32, 16)\n", + " self.o = nn.Linear(16, 10)\n", + " def forward(sefl, X) :\n", + " X = self.i(X)\n", + " X = f.Sigmoid(X)\n", + " X = self.h(X)\n", + " X = f.Sigmoid(X)\n", + " X = self.o(X)\n", + " return X" + ], + "execution_count": 0, + "outputs": [] + }, + { + "cell_type": "code", + "metadata": { + "id": "pyQT3dA1m9Rp", + "colab_type": "code", + "colab": { + "base_uri": "https://localhost:8080/", + "height": 104 + }, + "outputId": "7f7381c1-a5ee-4e08-c72e-9549892569fb" + }, + "source": [ + "model = Net()\n", + "model" + ], + "execution_count": 6, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Net(\n", + " (i): Linear(in_features=64, out_features=32, bias=True)\n", + " (h): Linear(in_features=32, out_features=16, bias=True)\n", + " (o): Linear(in_features=16, out_features=10, bias=True)\n", + ")" + ] + }, + "metadata": { + "tags": [] + }, + "execution_count": 6 + } + ] + }, + { + "cell_type": "code", + "metadata": { + "id": "XkvBVPvMnG_I", + "colab_type": "code", + "colab": {} + }, + "source": [ + "" + ], + "execution_count": 0, + "outputs": [] + } + ] +} \ No newline at end of file From b0f061c0f48becdca8aec690064579ccd31ea54f Mon Sep 17 00:00:00 2001 From: Gopikrishnan K Date: Sat, 13 Jun 2020 17:25:22 +0530 Subject: [PATCH 099/113] Day4 task done --- .../Day4_Task-checkpoint.ipynb | 6 ++ .../daily tasks/GopikrishnanK/Day4_Task.ipynb | 91 +++++++++++++++++++ 2 files changed, 97 insertions(+) create mode 100644 Tasks/daily tasks/GopikrishnanK/.ipynb_checkpoints/Day4_Task-checkpoint.ipynb create mode 100644 Tasks/daily tasks/GopikrishnanK/Day4_Task.ipynb diff --git a/Tasks/daily tasks/GopikrishnanK/.ipynb_checkpoints/Day4_Task-checkpoint.ipynb b/Tasks/daily tasks/GopikrishnanK/.ipynb_checkpoints/Day4_Task-checkpoint.ipynb new file mode 100644 index 0000000..2fd6442 --- /dev/null +++ b/Tasks/daily tasks/GopikrishnanK/.ipynb_checkpoints/Day4_Task-checkpoint.ipynb @@ -0,0 +1,6 @@ +{ + "cells": [], + "metadata": {}, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/Tasks/daily tasks/GopikrishnanK/Day4_Task.ipynb b/Tasks/daily tasks/GopikrishnanK/Day4_Task.ipynb new file mode 100644 index 0000000..afba5cf --- /dev/null +++ b/Tasks/daily tasks/GopikrishnanK/Day4_Task.ipynb @@ -0,0 +1,91 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import torch\n", + "import torch.nn as nn\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [], + "source": [ + "class DummyMod(nn.Module):\n", + " def __init__(self,ip_size):\n", + " self.ip = nn.Linear(i,64)\n", + " self.h1 = nn.Linear(64,128)\n", + " self.h2 = nn.Linear(128,32)\n", + " self.op = nn.Linear(32,1)\n", + " self.sigmo = nn.Sigmoid()\n", + " \n", + " def forward(x):\n", + " x = self.ip(x)\n", + " x = self.h1(x)\n", + " x = self.sigmo(x)\n", + " x = self.h2(x)\n", + " x = self.op(x)\n", + " return(x)\n", + " \n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DummyMod(\n", + " (ip): Linear(in_features=128, out_features=64, bias=True)\n", + " (h1): Linear(in_features=64, out_features=128, bias=True)\n", + " (h2): Linear(in_features=128, out_features=32, bias=True)\n", + " (op): Linear(in_features=32, out_features=1, bias=True)\n", + " (sigmo): Sigmoid()\n", + ")\n" + ] + } + ], + "source": [ + "model = DummyMod()\n", + "print(model)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.6.8" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 598f8351de0da8ef48c56e7205e51ebb214d4e20 Mon Sep 17 00:00:00 2001 From: Gopikrishnan Sasikumar Date: Sun, 14 Jun 2020 21:19:47 +0530 Subject: [PATCH 100/113] Create feedforward_net.py --- feedforward_net.py | 42 ++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 42 insertions(+) create mode 100644 feedforward_net.py diff --git a/feedforward_net.py b/feedforward_net.py new file mode 100644 index 0000000..f2b7e31 --- /dev/null +++ b/feedforward_net.py @@ -0,0 +1,42 @@ +import torch +import torch.nn as nn +import torch.optim as optim +from torch.utils.tensorboard import SummaryWriter +writer = SummaryWriter('runs/dummy_model') +x = torch.tensor([[0,0,1],[0,1,1],[1,0,1],[1,1,1]]).float() +y = torch.tensor([[0], [1], [1], [0]]).float() +class Net(nn.Module): + def __init__(self, inp, out): + super(Net, self).__init__() + self.input = nn.Linear(inp, 4) + self.sigmoid = nn.Sigmoid() + self.h1 = nn.Linear(4, 8) + self.h2 = nn.Linear(8, 16) + self.output = nn.Linear(16, out) + + def forward(self, x): + x = self.input(x) + x = self.sigmoid(self.h1(x)) + x = self.h2(x) + x = self.output(x) + return x + + +model = Net(inp=3, out=1) +for name, param in model.named_parameters(): + if param.requires_grad: + print(name) +#print(model.forward(x)) +#print(model.forward(torch.tensor([[0, 0, 1]]).float())) +model.zero_grad() +criterion = nn.MSELoss() +optimr = optim.SGD(model.parameters(), lr=0.001) +for i in range(60000): + output = model(x) + target_ = y + loss = criterion(output, target_) + print(loss) + loss.backward() + optimr.step() + +print(model(x)) From 559d2b674b9c97d67d2b076c4cd83ef900f83dd1 Mon Sep 17 00:00:00 2001 From: Gopikrishnan Sasikumar Date: Sun, 14 Jun 2020 21:20:04 +0530 Subject: [PATCH 101/113] Delete settings.json --- .vscode/settings.json | 6 ------ 1 file changed, 6 deletions(-) delete mode 100644 .vscode/settings.json diff --git a/.vscode/settings.json b/.vscode/settings.json deleted file mode 100644 index 1cfa0e2..0000000 --- a/.vscode/settings.json +++ /dev/null @@ -1,6 +0,0 @@ -{ - "python.pythonPath": "C:\\Users\\abhin\\AppData\\Local\\Programs\\Python\\Python36\\python.exe", - "python.linting.enabled": true, - "python.linting.pylintEnabled": false, - "python.linting.banditEnabled": true -} \ No newline at end of file From 2dc4d9d37e37644d926046a56ff5b614c79f10c2 Mon Sep 17 00:00:00 2001 From: Gopikrishnan Sasikumar Date: Sun, 14 Jun 2020 21:20:31 +0530 Subject: [PATCH 102/113] Delete feedforward_net.py --- feedforward_net.py | 42 ------------------------------------------ 1 file changed, 42 deletions(-) delete mode 100644 feedforward_net.py diff --git a/feedforward_net.py b/feedforward_net.py deleted file mode 100644 index f2b7e31..0000000 --- a/feedforward_net.py +++ /dev/null @@ -1,42 +0,0 @@ -import torch -import torch.nn as nn -import torch.optim as optim -from torch.utils.tensorboard import SummaryWriter -writer = SummaryWriter('runs/dummy_model') -x = torch.tensor([[0,0,1],[0,1,1],[1,0,1],[1,1,1]]).float() -y = torch.tensor([[0], [1], [1], [0]]).float() -class Net(nn.Module): - def __init__(self, inp, out): - super(Net, self).__init__() - self.input = nn.Linear(inp, 4) - self.sigmoid = nn.Sigmoid() - self.h1 = nn.Linear(4, 8) - self.h2 = nn.Linear(8, 16) - self.output = nn.Linear(16, out) - - def forward(self, x): - x = self.input(x) - x = self.sigmoid(self.h1(x)) - x = self.h2(x) - x = self.output(x) - return x - - -model = Net(inp=3, out=1) -for name, param in model.named_parameters(): - if param.requires_grad: - print(name) -#print(model.forward(x)) -#print(model.forward(torch.tensor([[0, 0, 1]]).float())) -model.zero_grad() -criterion = nn.MSELoss() -optimr = optim.SGD(model.parameters(), lr=0.001) -for i in range(60000): - output = model(x) - target_ = y - loss = criterion(output, target_) - print(loss) - loss.backward() - optimr.step() - -print(model(x)) From 76ebb37315d8a783e9c541fb690299a90e1c6d38 Mon Sep 17 00:00:00 2001 From: Gopikrishnan Sasikumar Date: Sun, 14 Jun 2020 21:20:59 +0530 Subject: [PATCH 103/113] Create feedforward_net.py --- resources/feedforward_net.py | 42 ++++++++++++++++++++++++++++++++++++ 1 file changed, 42 insertions(+) create mode 100644 resources/feedforward_net.py diff --git a/resources/feedforward_net.py b/resources/feedforward_net.py new file mode 100644 index 0000000..f2b7e31 --- /dev/null +++ b/resources/feedforward_net.py @@ -0,0 +1,42 @@ +import torch +import torch.nn as nn +import torch.optim as optim +from torch.utils.tensorboard import SummaryWriter +writer = SummaryWriter('runs/dummy_model') +x = torch.tensor([[0,0,1],[0,1,1],[1,0,1],[1,1,1]]).float() +y = torch.tensor([[0], [1], [1], [0]]).float() +class Net(nn.Module): + def __init__(self, inp, out): + super(Net, self).__init__() + self.input = nn.Linear(inp, 4) + self.sigmoid = nn.Sigmoid() + self.h1 = nn.Linear(4, 8) + self.h2 = nn.Linear(8, 16) + self.output = nn.Linear(16, out) + + def forward(self, x): + x = self.input(x) + x = self.sigmoid(self.h1(x)) + x = self.h2(x) + x = self.output(x) + return x + + +model = Net(inp=3, out=1) +for name, param in model.named_parameters(): + if param.requires_grad: + print(name) +#print(model.forward(x)) +#print(model.forward(torch.tensor([[0, 0, 1]]).float())) +model.zero_grad() +criterion = nn.MSELoss() +optimr = optim.SGD(model.parameters(), lr=0.001) +for i in range(60000): + output = model(x) + target_ = y + loss = criterion(output, target_) + print(loss) + loss.backward() + optimr.step() + +print(model(x)) From fcc9886c9a4a0144746f009a2da8e0fd2c543036 Mon Sep 17 00:00:00 2001 From: Gopikrishnan Sasikumar Date: Sun, 14 Jun 2020 21:21:45 +0530 Subject: [PATCH 104/113] Create cifar10cnn.py --- resources/cifar10cnn.py | 98 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 98 insertions(+) create mode 100644 resources/cifar10cnn.py diff --git a/resources/cifar10cnn.py b/resources/cifar10cnn.py new file mode 100644 index 0000000..d8aa555 --- /dev/null +++ b/resources/cifar10cnn.py @@ -0,0 +1,98 @@ +import torch +import torch.nn as nn +import torch.nn.functional as F +import torchvision +import torchvision.transforms as transforms +import torch.optim as optim + +transform = transforms.Compose( + [ + transforms.ToTensor(), + transforms.Normalize( + (0.5, 0.5, 0.5), + (0.5, 0.5, 0.5) + ) + ] +) + +trainset = torchvision.datasets.CIFAR10( + root='./data', + train=True, + download=False, + transform=transform +) + +testset = torchvision.datasets.CIFAR10( + root='./data', + train=False, + download=False, + transform=transform +) + +trainloader = torch.utils.data.DataLoader( + trainset, + batch_size=4, + shuffle=True, + num_workers=2 +) + +testloader = torch.utils.data.DataLoader( + testset, + batch_size=4, + shuffle=False, + num_workers=2 +) + +classes = ( + 'plane', 'car', 'bird', 'cat', + 'deer', 'dog', 'frog', 'horse', 'ship', 'truck' +) + +class Net(nn.Module): + def __init__(self): + super(Net, self).__init__() + self.conv1 = nn.Conv2d(3, 6, 5) + self.pool = nn.MaxPool2d(2, 2) + self.conv2 = nn.Conv2d(6, 16, 5) + self.fc1 = nn.Linear(16 * 5 * 5, 120) + self.fc2 = nn.Linear(120, 84) + self.fc3 = nn.Linear(84, 10) + + def forward(self, x): + x = self.pool(F.relu(self.conv1(x))) + x = self.pool(F.relu(self.conv2(x))) + x = x.view(-1, 16 * 5 * 5) + x = F.relu(self.fc1(x)) + x = F.relu(self.fc2(x)) + x = self.fc3(x) + return x + + +net = Net() + +loss_function = nn.CrossEntropyLoss() +optimizer = optim.SGD( + net.parameters(), + lr=0.001 +) + +for epoch in range(2): + running_loss = 0.0 + for i, data in enumerate(trainloader, 0): + # data = (inputs, labels) + inputs, labels = data + optimizer.zero_grad() + + outputs = net(inputs) + loss = loss_function(outputs, labels) + loss.backward() + optimizer.step() + + running_loss = running_loss + loss.item() + if i % 2000 == 1999: + print( + '[%d, %5d] loss: %.3f' % + (epoch + 1, i+1, running_loss/2000) + ) + running_loss = 0.0 +print("vola") From f25b924b4fb955f498901cfeafadbc19f5478115 Mon Sep 17 00:00:00 2001 From: Gopikrishnan Sasikumar Date: Sun, 14 Jun 2020 21:30:26 +0530 Subject: [PATCH 105/113] Update README.md --- Tasks/daily tasks/README.md | 24 ++++++++++++++++++++---- 1 file changed, 20 insertions(+), 4 deletions(-) diff --git a/Tasks/daily tasks/README.md b/Tasks/daily tasks/README.md index 7ec42d8..3b4b2b1 100644 --- a/Tasks/daily tasks/README.md +++ b/Tasks/daily tasks/README.md @@ -11,19 +11,35 @@ Use the following steps to participate in the daily tasks. # Tasks -## Day 1 +## Task 1 Day 1 was fun! -## day 2 +## Task 2 ### Playing around with tensors 1. Create two numpy arrays of size 5x3 and 3x4. 2. Convert them into torch tensors. 3. Multiply the two tensors and print the result. -## Day 4 -## Create a neural network using pytorch +## Task 3 +### Create a neural network using pytorch Create a neural network with the following configurations 1. An input layer. 2. Two hidden layers. 3. An output layer. 4. torch.nn.Sigmoid functions in between hidden layers. + +## Task 4 +### Tweak the hyperparameters +1. Check out the [cifar10cnn.py](https://github.com/tinkerhub-org/ComputerVision-with-PyTorch-Learning-Program/blob/master/resources/cifar10cnn.py). +2. Tweak the values of hyperparameters like number of output channels, kernel size, learning rate..etc +3. Note how the accuracy and loss changed on tweaking those params as a comment in your code. + +## Task 5 +### Play around with Pytorch Transforms. +1. Load a set of images from the internet (Be kind and empathetic. Don't use explicit contents) +2. You can use library like [PIL](https://pypi.org/project/Pillow/) +3. Go to [pytorch transforms documentation](https://pytorch.org/docs/stable/torchvision/transforms.html) here. +4. Apply various transformations and see the results. +5. You can use Jupyter notebooks! + + From a6e2e4a2aefff2a82f14668ca28495ae6a6cef48 Mon Sep 17 00:00:00 2001 From: Ananthu Ajay <44108056+AnanthuAjay@users.noreply.github.com> Date: Mon, 15 Jun 2020 12:25:51 +0530 Subject: [PATCH 106/113] Create day2.py --- Tasks/daily tasks/Ananthu Ajay/day2.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 Tasks/daily tasks/Ananthu Ajay/day2.py diff --git a/Tasks/daily tasks/Ananthu Ajay/day2.py b/Tasks/daily tasks/Ananthu Ajay/day2.py new file mode 100644 index 0000000..4d713ab --- /dev/null +++ b/Tasks/daily tasks/Ananthu Ajay/day2.py @@ -0,0 +1,14 @@ +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function +import torch + +import numpy as np +x = np.random.random((5,3)) +y = np.random.random((3,4)) +a= torch.from_numpy(x) +b = torch.from_numpy(y) + +t=torch.mm(a,b) + +print(t) From c997f0008d7853c502927ddf3579f296d7289124 Mon Sep 17 00:00:00 2001 From: Ananthu Ajay <44108056+AnanthuAjay@users.noreply.github.com> Date: Mon, 15 Jun 2020 12:28:56 +0530 Subject: [PATCH 107/113] Create day2.py --- Tasks/daily tasks/Ananthu Ajay/day2.py | 14 ++++++++++++++ 1 file changed, 14 insertions(+) create mode 100644 Tasks/daily tasks/Ananthu Ajay/day2.py diff --git a/Tasks/daily tasks/Ananthu Ajay/day2.py b/Tasks/daily tasks/Ananthu Ajay/day2.py new file mode 100644 index 0000000..4d713ab --- /dev/null +++ b/Tasks/daily tasks/Ananthu Ajay/day2.py @@ -0,0 +1,14 @@ +from __future__ import absolute_import +from __future__ import division +from __future__ import print_function +import torch + +import numpy as np +x = np.random.random((5,3)) +y = np.random.random((3,4)) +a= torch.from_numpy(x) +b = torch.from_numpy(y) + +t=torch.mm(a,b) + +print(t) From e1700f4d15c6de261a0205e061d7a24f1eaf4f7f Mon Sep 17 00:00:00 2001 From: Ananthu Ajay <44108056+AnanthuAjay@users.noreply.github.com> Date: Mon, 15 Jun 2020 12:31:05 +0530 Subject: [PATCH 108/113] Create day4.py --- Tasks/daily tasks/Ananthu Ajay/day4.py | 32 ++++++++++++++++++++++++++ 1 file changed, 32 insertions(+) create mode 100644 Tasks/daily tasks/Ananthu Ajay/day4.py diff --git a/Tasks/daily tasks/Ananthu Ajay/day4.py b/Tasks/daily tasks/Ananthu Ajay/day4.py new file mode 100644 index 0000000..27f3300 --- /dev/null +++ b/Tasks/daily tasks/Ananthu Ajay/day4.py @@ -0,0 +1,32 @@ +import torch +import torch.nn as nn +import torch.nn.functional as F + + +class Net(nn.Module): + + def __init__(self): + super(Net, self).__init__() + self.conv1 = nn.Conv2d(1, 4, 4) + self.conv2 = nn.Conv2d(4, 16, 4) + self.fc1 = nn.Linear(16 * 4 * 4, 120) + self.fc2 = nn.Linear(120, 10) + + def forward(self, x): + x = F.max_pool2d(F.sigmoid(self.conv1(x)), (2, 2)) + x = F.max_pool2d(F.sigmoid(self.conv2(x)), 2) + x = x.view(-1, self.num_flat_features(x)) + x = F.sigmoid(self.fc1(x)) + x = self.fc2(x) + return x + + def num_flat_features(self, x): + size = x.size()[1:] + num_features = 1 + for s in size: + num_features *= s + return num_features + + +net = Net() +print(net) From 8e08709d8221357f4615f792d3f90807eadd2e13 Mon Sep 17 00:00:00 2001 From: Abhinav M Hari <66298497+Thelonenlyhobbist@users.noreply.github.com> Date: Mon, 15 Jun 2020 18:51:25 +0530 Subject: [PATCH 109/113] task2 It took me a while to figure out the convolutions and layers, but now I am good with it. --- Tasks/daily tasks/Abhinav M Hari/task 2.py | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) create mode 100644 Tasks/daily tasks/Abhinav M Hari/task 2.py diff --git a/Tasks/daily tasks/Abhinav M Hari/task 2.py b/Tasks/daily tasks/Abhinav M Hari/task 2.py new file mode 100644 index 0000000..e1bdd4c --- /dev/null +++ b/Tasks/daily tasks/Abhinav M Hari/task 2.py @@ -0,0 +1,18 @@ +import torch +import torch.nn as nn + +class Net(nn.Module): + def __init__(self): + super(Net, self). __init__() + self.layer1 = nn.Linear(120, 84) + self.layer2 = nn.Linear(84, 10) + + def forward(self, x): + x = torch.sigmoid(self.layer1(x)) + x = self.layer2(x) + +net = Net() +input = torch.randn(120) +output = net(input) +print(output) + From 77cbfcec4ad31782655b917a58750818243b4b34 Mon Sep 17 00:00:00 2001 From: Abhinav M Hari <66298497+Thelonenlyhobbist@users.noreply.github.com> Date: Mon, 15 Jun 2020 19:06:52 +0530 Subject: [PATCH 110/113] Changing sigmoid function order Just deleted sigmoid function applied to layer 1 and applied sigmoid function to layer 2 --- Tasks/daily tasks/Abhinav M Hari/task 2.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/Tasks/daily tasks/Abhinav M Hari/task 2.py b/Tasks/daily tasks/Abhinav M Hari/task 2.py index e1bdd4c..88e9ef8 100644 --- a/Tasks/daily tasks/Abhinav M Hari/task 2.py +++ b/Tasks/daily tasks/Abhinav M Hari/task 2.py @@ -8,8 +8,8 @@ def __init__(self): self.layer2 = nn.Linear(84, 10) def forward(self, x): - x = torch.sigmoid(self.layer1(x)) - x = self.layer2(x) + x = self.layer1(x) + x = torch.sigmoid(self.layer2(x)) net = Net() input = torch.randn(120) From bf48c6a80027f611c4eec7b0c85ffeae41bd11b9 Mon Sep 17 00:00:00 2001 From: Gopikrishnan Sasikumar Date: Tue, 23 Jun 2020 19:38:04 +0530 Subject: [PATCH 111/113] Update README.md --- projects/README.md | 25 +++++++++++++++++++++++-- 1 file changed, 23 insertions(+), 2 deletions(-) diff --git a/projects/README.md b/projects/README.md index 407e4cb..4d3b784 100644 --- a/projects/README.md +++ b/projects/README.md @@ -1,2 +1,23 @@ -# Projects -Student projects once finished will be pushed to this monorepo as well! +# Projects +Going throught the curated content and tasks you learnt pytorch and computervision. Now is the time to do a project to validate your learning. Follow the following steps to get started with projects. + +## Guidelines +### Idea selection +- The problem statement should be a computer vision task. +- You can collect dataset from the internet or collect your own dataset. + +### Teaming up +- Teaming up is optional. If interested you can form teams talking to your fellow students. + +### Idea presentation and working +Create a github repo for your project. In the README file add the following details +1. Project name +2. Brief description about the project +3. Info about the dataset (source, format, amount..etc) +4. Info about the model you are going to be used. + + +Update your details in the teams.md file. Mentor will evaluate your project and give necessary feedbacks. + + + From 974e0aa258595575d28f7dbff7ac4977159eeedf Mon Sep 17 00:00:00 2001 From: Gopikrishnan Sasikumar Date: Tue, 23 Jun 2020 19:45:59 +0530 Subject: [PATCH 112/113] Update README.md --- projects/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/projects/README.md b/projects/README.md index 4d3b784..d111f5b 100644 --- a/projects/README.md +++ b/projects/README.md @@ -17,7 +17,7 @@ Create a github repo for your project. In the README file add the following deta 4. Info about the model you are going to be used. -Update your details in the teams.md file. Mentor will evaluate your project and give necessary feedbacks. +Update your details in the teams form. Mentor will evaluate your project and give necessary feedbacks. From a6bc187805dbc476d527bfaafa0137fa14e03ada Mon Sep 17 00:00:00 2001 From: Gopikrishnan Sasikumar Date: Wed, 24 Jun 2020 19:02:28 +0530 Subject: [PATCH 113/113] Update README.md --- projects/README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/projects/README.md b/projects/README.md index d111f5b..6fc6f1c 100644 --- a/projects/README.md +++ b/projects/README.md @@ -17,7 +17,7 @@ Create a github repo for your project. In the README file add the following deta 4. Info about the model you are going to be used. -Update your details in the teams form. Mentor will evaluate your project and give necessary feedbacks. +Update your details in this [teams form](https://bit.ly/TH_PyTorchProject). Mentor will evaluate your project and give necessary feedbacks.