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Model Interpretation Python Packages

Python packages with the GitHub topic model-interpretation. Sorted by monthly downloads, with stars and forks.
parrt
dtreeviz

A python library for decision tree visualization and model interpretation.

48K 3K 337
aniketmaurya
chitra

A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.

1K 234 37
TaimoorKhan10
ai-fairness-toolkit

AI Fairness and Explainability Toolkit (AFET) is an open-source project aimed at providing tools and frameworks to assess, visualize, and mitigate bias in machine learning models. It supports multiple ML frameworks and offers a comprehensive suite of metrics and visualization components to enhance model transparency and fairness.

148 0 2
Craven-Biostat-Lab
mihifepe

Model Interpretability via Hierarchical Feature Perturbation

96 5 1
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
    • Sources & methodology