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classification x

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A Python package implementing a new interpretable machine learning model for text classification (with visualization tools for Explainable AI :octocat:)

Model verification, validation, and error analysis

Detect model's attention

PyXAI (Python eXplainable AI) is a Python library (version 3.6 or later) allowing to bring formal explanations suited to (regression or classification) tree-based ML models (Decision Trees, Random Forests, Boosted Trees, ...).

The code of AAAI 2020 paper "Transparent Classification with Multilayer Logical Perceptrons and Random Binarization".

Modeldown_example ⭐ 7

examples for modelDown, package that turns model into HTML pages

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