Metadata-Version: 2.4
Name: Orange3-Explain
Version: 0.6.11
Summary: Orange3 add-on for explanatory AI
Home-page: https://orangedatamining.com/download
Author: Bioinformatics Laboratory, FRI UL
Author-email: contact@orange.biolab.si
License: GPL3+
Keywords: orange3 add-on,orange3-explain
Classifier: Development Status :: 4 - Beta
Classifier: Intended Audience :: Science/Research
Classifier: Programming Language :: Python :: 3 :: Only
Description-Content-Type: text/markdown
License-File: LICENSE.txt
Requires-Dist: AnyQt>=0.2.0
Requires-Dist: Orange3>=3.39.0
Requires-Dist: orange-canvas-core>=0.2.5
Requires-Dist: orange-widget-base>=4.25.0
Requires-Dist: pandas>=2.2.2
Requires-Dist: scikit-learn>=1.7.0
Requires-Dist: scipy>=1.13.0
Requires-Dist: pyqtgraph>=0.13.1
Requires-Dist: numpy>=2.0.0
Requires-Dist: shap>=0.50.0
Provides-Extra: test
Requires-Dist: pytest; extra == "test"
Requires-Dist: coverage; extra == "test"
Provides-Extra: doc
Requires-Dist: sphinx; extra == "doc"
Requires-Dist: recommonmark; extra == "doc"
Requires-Dist: sphinx_rtd_theme; extra == "doc"
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Dynamic: classifier
Dynamic: description
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Orange3 Explain
===============

Orange3 Explain is an add-on for the [Orange3](http://orange.biolab.si)
data mining suite. It provides extensions for explanatory AI.
See [documentation](http://orange3-explain.readthedocs.org/).

Features
--------
- Explains a classification or regression model. Explains which features
  contribute the most and how they contribute toward the prediction for a
  specific class.
- Explains which features contribute the most to the prediction for a single
  instance based on the model and how they contribute.
