pyreal
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sibyl-dev
An easier approach to using and understanding ML models
feature_scatter_plot should default to a continuous legend if predictions contains floats, but it does not correctly check for np.floats
We should have a single function to prepare all realapp explainers
Some transformers, like FeatureSelect, will break if not fit without raising a useful error. This should be fixed.
The explainers of a single RealApp object all need to transform the dataset separately, even though this is often the same process between explainers. We should investigate ways to share...
#511 introduced `faiss-cpu` as a dependency to speed up the computation of similar examples. This package may not be as maintained as we'd like, so we should make it an...
Bumps [nbmake](https://github.com/treebeardtech/nbmake) from 1.4.1 to 1.4.6. Commits 6c46c7a Update README.md 9f376f5 Disable telemetry by default 61bba8f Update README.md b50f110 Update README.md c65a298 Published new version 93e0f3f Anon metrics (#113) d8bef93...
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Runtime testing determined that when GlobalFeatureImportance explainers are given a training set on init and fit using `fit_on_init`, they take about twice the time to fit and produce an explanation...
Bumps [coverage](https://github.com/nedbat/coveragepy) from 7.2.7 to 7.3.2. Changelog Sourced from coverage's changelog. Version 7.3.2 — 2023-10-02 The coverage lcov command ignored the [report] exclude_lines and [report] exclude_also settings (issue 1684). This...
For this issue we will add a LIME algorithm option for local feature contributions This involves the following steps: 1. Add the `lime` package to the poetry project (poetry add...
Bumps [sphinx](https://github.com/sphinx-doc/sphinx) from 7.0.1 to 7.2.6. Release notes Sourced from sphinx's releases. Sphinx 7.2.6 Changelog: https://www.sphinx-doc.org/en/master/changes.html Sphinx 7.2.5 Changelog: https://www.sphinx-doc.org/en/master/changes.html Sphinx 7.2.4 Changelog: https://www.sphinx-doc.org/en/master/changes.html Sphinx 7.2.3 Changelog: https://www.sphinx-doc.org/en/master/changes.html Sphinx 7.2.2...