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Explainable Python Packages

Python packages with the GitHub topic explainable. Sorted by relevance, with stars and monthly downloads.
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.

4K 1 0
MI2DataLab
survshap

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

641 100 16
cloudexplain
xaiflow

Create beautiful, interactive charts for explainable AI using MLFlow

191 7 0
KieranLitschel
xswem

A simple and explainable deep learning model for NLP.

133 1 0
breimanntools
xomics

Python framework for explainable omics analysis

127 8 0
Yuval-Ai
nnplot

Plot Neural Networks and the weights of the links between their nodes

110 10 1
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