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deeplift

Public facing deeplift repo

dice

Generate Diverse Counterfactual Explanations for any machine learning model.

doe-som

edgarobjdetection

hands-on-explainable-ai-xai-with-python

Explainable AI with Python, published by Packt

hybridsn

A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

hyperspectral-classification

Hyperspectral-Classification Pytorch

innvestigate

A toolbox to iNNvestigate neural networks' predictions!

lime

Lime: Explaining the predictions of any machine learning classifier

lrp_toolbox

The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.

mrtl

Multiresolution Tensor Learning

robofriends

Tutorial for udemy course - React

shap

A game theoretic approach to explain the output of any machine learning model.

start-here-guidelines

Lets Git started in the world of opensource, starting in the Zero To Mastery's opensource playground. Especially designed for education and practical experience purposes.

tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

xai-series