Best 13 Explainable Ai Open Source Projects

Interpret

Fit interpretable models. Explain blackbox machine learning.

Tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

Mindsdb

Predictive AI layer for existing databases.

AIX360

Interpretability and explainability of data and machine learning models

DALEX

moDel Agnostic Language for Exploration and eXplanation

Machine_Learning_Tutorials

Code, exercises and tutorials of my personal blog ! 📝

Xai

XAI - An eXplainability toolbox for machine learning

DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

Lofo Importance

Leave One Feature Out Importance

Cnn Exposed

🕵️‍♂️ Interpreting Convolutional Neural Network (CNN) Results.

ModelStudio

📍 Interactive Studio for Explanatory Model Analysis

Explainx

Explainable AI framework for data scientists. Explain & debug any blackbox machine learning model with a single line of code.