Neural Network in pure Numpy

Implemented a fully connected neural network in pure NumPy and compared the performance with Pytorch on the Iris and MNIST dataset.

Run

# use nn implemented here
python train.py

# use nn in pytorch
python pytorch_train.py

Accuracy

	nn-numpy	nn-pytorch
Iris	0.978	0.956
MNIST	0.943	0.974