interpretable-ai topic

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

12wang3

PyTorch Explain: Interpretable Deep Learning in Python.

pietrobarbiero

XAI based human-in-the-loop framework for automatic rule-learning.

adaamko

Python library to explain Tree Ensemble models (TE) like XGBoost, using a rule list.

linkedin

Code for NeurIPS 2019 paper ``Self-Critical Reasoning for Robust Visual Question Answering''

jialinwu17

Interpretable Control Exploration and Counterfactual Explanation (ICE) on StyleGAN

prclibo

A curated list of awesome academic research, books, code of ethics, data sets, institutes, newsletters, principles, podcasts, reports, tools, regulations and standards related to Responsible AI, Trust...

AthenaCore

A toolkit for interpreting and analyzing neural networks (vision)

deepfx

A Multimodal Transformer: Fusing Clinical Notes With Structured EHR Data for Interpretable In-Hospital Mortality Prediction

weimin17

Material related to my book Intuitive Machine Learning. Some of this material is also featured in my new book Synthetic Data and Generative AI.

VincentGranville