Pytorch library for model calibration metrics and visualizations as well as recalibration methods. In progress!

Class activation maps for your PyTorch models (CAM, Grad-CAM, Grad-CAM++, Smooth Grad-CAM++, Score-CAM, SS-CAM, IS-CAM, XGrad-CAM, Layer-CAM)

Official implementation of Score-CAM in PyTorch

XAI-Bench is a library for benchmarking feature attribution explainability techniques

OpenXAI : Towards a Transparent Evaluation of Model Explanations

Mutual information estimators and benchmark

An experimental language for causal reasoning

PINNs-TF2, Physics-informed Neural Networks (PINNs) implemented in TensorFlow V2.

Code associated with the work presented at ICLR and ICML 2022 workshops