explainable-artificial-intelligence topic
DALEX
moDel Agnostic Language for Exploration and eXplanation
explainx
Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code. We are looking for co-authors to take this project forward. Reach out @ ms...
modelStudio
📍 Interactive Studio for Explanatory Model Analysis
pyss3
A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)
Grad_CAM_plus_plus
A generalized gradient-based CNN visualization technique
Lime-For-Time
Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification
msda
Library for multi-dimensional, multi-sensor, uni/multivariate time series data analysis, unsupervised feature selection, unsupervised deep anomaly detection, and prototype of explainable AI for anomal...
auditor
Model verification, validation, and error analysis
awesome-shapley-value
Reading list for "The Shapley Value in Machine Learning" (JCAI 2022)
xai-iml-sota
Interesting resources related to Explainable Artificial Intelligence, Interpretable Machine Learning, Interactive Machine Learning, Human in Loop and Visual Analytics.