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Optimizing similar examples workflow #509

Merged
merged 3 commits into from
Nov 6, 2023
Merged

Optimizing similar examples workflow #509

merged 3 commits into from
Nov 6, 2023

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zyteka
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@zyteka zyteka commented Nov 6, 2023

Closing issues

Closes #503

Description

This PR optimizes the runtime for similar examples by moving the interpretable transform workflow to the fit() function, allowing this functionality to run only once at fitting time.

While in this code, to avoid confusion, this PR also removes the defunct explainer apply_feature_descriptions function (this functionality has been moved to explanation objects). It also fixes an issue in the docs that snuck through in an earlier PR.

Test Plan

All existing tests continue to pass

@zyteka zyteka merged commit 08b3fe4 into dev Nov 6, 2023
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@zyteka zyteka deleted the similar_examples_opt branch November 6, 2023 15:39
@zyteka zyteka mentioned this pull request Dec 4, 2023
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Optimize example-based runtime
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