Skip to content
#

deeplift

Star

Here are 5 public repositories matching this topic...

Language: All
Filter by language
All 5 Python 3 Jupyter Notebook 2

hans66hsu / nn_interpretability

Star 111

Pytorch implementation of various neural network interpretability methods

pytorch deepdream saliency-map occlusion-sensitivity smoothgrad guided-backpropagation interpretable-deep-learning lrp gradient-visualization interpretable gradcam deconvnet cnn-visualization deeplift integrated-gradients activation-maximization interpretability-methods uncertainty-interpretability taylor-decomposition nn-interpretability
  • Updated Mar 8, 2022
  • Jupyter Notebook
CNN-Predictor-for-Malaria_Cells-LIME-CAM

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

Star 5

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

Improve this page

Add a description, image, and links to the deeplift topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the deeplift topic, visit your repo's landing page and select "manage topics."

Learn more