25 Open Source Iml Software Projects
Free and open source iml code projects including engines, APIs, generators, and tools.
Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.
Awesome Machine Learning Interpretability2447 ⭐
A curated list of awesome machine learning interpretability resources.
Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/
Interpretable Ml17 ⭐
Techniques & resources for training interpretable ML models, explaining ML models, and debugging ML models.
An R package for computing asymmetric Shapley values to assess causality in any trained machine learning model
Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
Xai Iml Sota42 ⭐
Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.
Article Information 201913 ⭐
Article for Special Edition of Information: Machine Learning with Python
The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".
Awesome Adversarial Interpretable Machine Learning121 ⭐
💡 Adversarial attacks on model explanations, and evaluation approaches
The code of NeurIPS 2021 paper "Scalable Rule-Based Representation Learning for Interpretable Classification".