explainability topic

Neural network visualization toolkit for tf.keras

keisen

GEBI: Global Explanations for Bias Identification. Open source code for discovering bias in data with skin lesion dataset

AgaMiko

GraphXAI: Resource to support the development and evaluation of GNN explainers

mims-harvard

Explainability of Deep Learning Models

koriavinash1

The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".

12wang3

For calculating Shapley values via linear regression.

iancovert

Adaptive, interpretable wavelets across domains (NeurIPS 2021)

Yu-Group

🧰 Grad-CAM implementation using TensorFlow 2.X code. Including guided Grad-CAM and counterfactuals.

ismailuddin

Semantically Structured Sentence Embeddings

flipz357

🧮 Extended Latent Dirichlet Allocation for Collaborative Filtering in Recommender Systems.

FlorianWilhelm