Catalogue tag

#interpretability

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

4 records

Tagged “interpretability”Ranked by health index

PyPI · npm

80Goodhealth index

shap/shap

A game theoretic approach to explain the output of any machine learning model.

Jupyter Notebook★ 25.6KJul 18, 2026

MITJul 18, 2026 · metrics 1.13.0

PyPI

66Moderatehealth index

givasile/effector

Effector - a Python package for global and regional effect methods

Jupyter Notebook★ 121Jul 17, 2026

MITJul 17, 2026 · metrics 1.13.0

PyPI

54Moderatehealth index

Sid-MB/interlens

Python framework for efficient and precise interpretability research on multi-agent conversations.

Python★ 0↓ 2,816/moJul 15, 2026

AGPL-3.0Jul 15, 2026 · metrics 1.13.0

PyPI

50Moderatehealth index

srikumar2050/hugiml-core

High-performance interpretable ML classifier using High Utility Gain patterns (IEEE Access 2024). C++ accelerated, scikit-learn compatible, with EBM-style explanations, adaptive binning, pattern pruning, and deployment tooling for regulated domains.

HTML★ 0↓ 8,200/moJul 19, 2026

Custom licenseJul 19, 2026 · metrics 1.13.0