explainable-ml topic
ClusterShapley
Explaining dimensionality results using SHAP values
awesome-machine-learning-interpretability
A curated list of awesome responsible machine learning resources.
diabetes_use_case
Sample use case for Xavier AI in Healthcare conference: https://www.xavierhealth.org/ai-summit-day2/
hc_ml
Slides, videos and other potentially useful artifacts from various presentations on responsible machine learning.
CADE
Code for our USENIX Security 2021 paper -- CADE: Detecting and Explaining Concept Drift Samples for Security Applications
mindsdb
The platform for building AI from enterprise data
DALEX
moDel Agnostic Language for Exploration and eXplanation
tensorwatch
Debugging, monitoring and visualization for Python Machine Learning and Data Science
Aspect-Based-Sentiment-Analysis
💠Aspect-Based-Sentiment-Analysis: Transformer & Explainable ML (TensorFlow)
interpret
Fit interpretable models. Explain blackbox machine learning.