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dev-python/explainy

explainy is a library for generating explanations for machine learning models in Python. It uses methods from Machine Learning Explainability and provides a standardized API to create feature importance explanations for samples. The explanations are generated in the form of plots and text.

Screenshots

  • explainy-0.2.12
    ~amd64 ~x86
    python_targets_python3_11 python_targets_python3_12 python_targets_python3_13 python_targets_python3_14

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    Overlay: pypi

ChangeLog

commit 69e1ce8751e36cee053008fc6bc07a396f3dd063
Author: Regeneration Bot <regenerationbot@houseofsuns.org>
Date: Thu Aug 14 17:03:06 2025 +0000

Auto-generated ebuilds 2025-08-14T17:02:51.

commit 6fe23c57c368fb512735f910a469e5020d77a7d5
Author: Regeneration Bot <regenerationbot@houseofsuns.org>
Date: Tue Nov 12 23:20:22 2024 +0000

Auto-generated ebuilds 2024-11-12T23:20:18.

commit 2cdbd0cea969768a58a908ae1c86de6617201849
Author: Regeneration Bot <regenerationbot@houseofsuns.org>
Date: Mon Sep 30 14:11:44 2024 +0000

Auto-generated ebuilds 2024-09-30T14:11:44.

commit 59f9574a43b5c0f26df77480d6ff4237be3c2165
Author: Regeneration Bot <regenerationbot@houseofsuns.org>
Date: Tue Sep 24 13:29:54 2024 +0000

Auto-generated ebuilds 2024-09-24T13:29:54.

commit 98e555805b610b6131f02ca9c4dac43efaee7664
Author: Regeneration Bot <regenerationbot@houseofsuns.org>
Date: Sat Apr 6 18:41:46 2024 +0000

Auto-generated ebuilds 2024-04-06T18:41:45.

commit b5d57689fe9397805cfcf98e4c838da75c340d4e
Author: Regeneration Bot <regenerationbot@houseofsuns.org>
Date: Sun Mar 10 20:43:20 2024 +0000

Auto-generated ebuilds 2024-03-10T20:43:19.

commit 448899b00287a644bd05929bacb8965488bf37da
Author: Regeneration Bot <regenerationbot@houseofsuns.org>
Date: Sun Jan 14 09:00:35 2024 +0000

Auto-generated ebuilds 2024-01-14T09:00:30.

commit b3c2fdf8ee1a8dd74fc3d2363fc98d929426d8fd
Author: Regeneration Bot <regenerationbot@houseofsuns.org>
Date: Thu Jan 11 14:23:54 2024 +0000

Auto-generated ebuilds 2024-01-11T14:23:53.

commit 344879417944a29c8b85c375cc71fe6dcb94f326
Author: Regeneration Bot <regenerationbot@houseofsuns.org>
Date: Tue Jan 2 13:05:30 2024 +0000

Auto-generated ebuilds 2024-01-02T13:05:29.

commit 06ec3da09562300d28817b4202f19adae83c4105
Author: Regeneration Bot <regenerationbot@houseofsuns.org>
Date: Sat Dec 9 14:54:23 2023 +0000

Auto-generated ebuilds 2023-12-09T14:54:12.

commit e6d522a12e73f67f270fe601955ba56cedc67e9a
Author: Regeneration Bot <regenerationbot@houseofsuns.org>
Date: Sat Dec 9 02:53:17 2023 +0000

Auto-generated ebuilds 2023-12-09T02:53:06.

commit 561e97b0747b674fc0992ce1954cd10e2fb2b217
Author: Regeneration Bot <regenerationbot@houseofsuns.org>
Date: Sat Jul 8 19:59:03 2023 +0000

Auto-generated ebuilds 2023-07-08T19:58:57.

commit d5f81516838fcfe27363287b588d8e441450e7bf
Author: Regeneration Bot <regenerationbot@houseofsuns.org>
Date: Mon Jul 3 23:40:07 2023 +0000

Auto-generated ebuilds 2023-07-03T23:40:05.