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deeplift

Here are 6 public repositories matching this topic...

kundajelab / deeplift

Public facing deeplift repo

sensitivity-analysis saliency-map interpretability guided-backpropagation interpretable-deep-learning deeplift integrated-gradients

Updated Apr 28, 2022
Python

hans66hsu / nn_interpretability

Pytorch implementation of various neural network interpretability methods

Updated Mar 8, 2022
Jupyter Notebook

SCSE-Biomedical-Computing-Group / LEAN_CLIP

Code for paper 'Obtaining leaner DNN for decoding brain functional connectome in a single shot'

encoding ad decoding mci autism alzheimers-disease adhd saliency deeplift cn-mci

Updated Jul 6, 2023
Python

CNN-Predictor-for-Malaria_Cells-LIME-CAM

mdhabibi / CNN-Predictor-for-Malaria_Cells-LIME-CAM

Enhanced CNN model for malaria cell classification, featuring Class Activation Mapping (CAM) as a non-agnstic technique for anomaly localization and LIME (Local Interpretable-agnostic Explanation) for interpretability, ensuring high accuracy and transparent AI diagnostics.

deep-learning agnostic convolutional-neural-networks tuning-parameters cv2 binary-classification lime keras-tensorflow class-activation-maps explainable-ai interpretable-machine-learning deeplift non-agnostic

Updated Sep 25, 2024
Jupyter Notebook

SouravDutta91 / bert-attn-analysis-qa

Source code for "Whatcha lookin'at? DeepLIFTing BERT's Attention in Question Answering."

qa question question-answering attention arxiv answer squad bert preprint answering deeplift

Updated Mar 15, 2021
Python

caenrigen / enhanced_brain_magnet

eBM: Enhanced BRAIN-MAGNET convolutional neural network modeling non-coding regulatory elements enhancer activity in human neural stem cells

genomics pytorch convolutional-neural-network genetic-variants motif-discovery neurogenomics starr-seq enhancer-prediction explainable-ai mpra neurodevelopmental-disorders modisco deeplift ncre pytorch-lightning shapley-additive-explanations apple-silicon variant-prioritization noncoding-genetic-variation

Updated Nov 23, 2025
Jupyter Notebook

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