explainable-ml topic
ClusterShapley
Explaining dimensionality results using SHAP values
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability 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
MindsDB is a Server for Artificial Intelligence Logic. Enabling developers to ship AI powered projects to production in a fast and scalable way.
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.