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Explainable Python Packages

Python packages with the GitHub topic explainable. Sorted by monthly downloads, with stars and forks.
RuleLabs
sinmonto

Explainable, deterministic event-driven rule engine for Python. Zero dependencies.

438 1 0
MI2DataLab
survshap

SurvSHAP(t): Time-dependent explanations of machine learning survival models

236 102 16
MuditNautiyal-21
mudra-ml

Glass-box autonomous data science in Python. Profiles data, builds leakage-safe pipelines, recommends and tunes models, and logs every decision behind the result.

219 1 0
cloudexplain
xaiflow

Create beautiful, interactive charts for explainable AI using MLFlow

83 7 0
KieranLitschel
xswem

A simple and explainable deep learning model for NLP.

72 1 0
breimanntools
xomics

Python framework for explainable omics analysis

63 8 0
Yuval-Ai
nnplot

:tv: A Python library for pruning and visualizing Keras Neural Networks' structure and weights

40 11 1
    • Original data from PyPI, GitHub, and OSV; downloads served through ClickHouse
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