explainability topic
Modeling-Uncertainty-Local-Explainability
Local explanations with uncertainty 💐!
TalkToModel
TalkToModel gives anyone with the powers of XAI through natural language conversations 💬!
whitebox
[Not Actively Maintained] Whitebox is an open source E2E ML monitoring platform with edge capabilities that plays nicely with kubernetes
CLIP_Surgery
CLIP Surgery for Better Explainability with Enhancement in Open-Vocabulary Tasks
pytorch_explain
PyTorch Explain: Interpretable Deep Learning in Python.
ChatGPT_for_IE
Evaluating ChatGPT’s Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness
responsible-ai-workshop
Responsible AI Workshop: a series of tutorials & walkthroughs to illustrate how put responsible AI into practice
MARLeME
General-purpose library for extracting interpretable models from Multi-Agent Reinforcement Learning systems
Explainable-ML-Papers
A list of research papers of explainable machine learning.
automlx
This repository contains demo notebooks (sample code) for the AutoMLx (automated machine learning and explainability) package from Oracle Labs.