[WIP] Mutual info based feature selection#19

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aivarsoo wants to merge 12 commits into

dwavesystems:mainfrom

aivarsoo:feature/mutual_info_based_selection

Commits on Mar 15, 2024

Update objective computation: multiply quadratic biases with (1-alpha)
Aivar Sootla
committed

Commits on Mar 20, 2024

address comments: replace a tempfile with direct computations, add a test
Aivar Sootla
committed

Commits on Apr 2, 2024

[WIP] adding feature selection using (conditional) mutual information
Aivar Sootla
committed

Commits on Apr 8, 2024

add computations for mixed distributions, respond to PR comments
Aivar Sootla
committed

Commits on Apr 10, 2024

addressing the first pass of the PR comments
Aivar Sootla
committed

Commits on Apr 16, 2024

Incoporate comments from sklearn, fix circle.ci, fix tests, fix formating
Aivar Sootla
committed

Commits on Apr 18, 2024

fix scipy version
Aivar Sootla
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fix requirements bug
Aivar Sootla
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Commits on Apr 19, 2024

refactor, add new tests, add licence headers
Aivar Sootla
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Commits on Apr 24, 2024

import bug fix
Aivar Sootla
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making mi cqm consistent with the correlation based algorithm
Aivar Sootla
committed

Commits on Apr 26, 2024

add alpha tuning dial to CMI method
Aivar Sootla
committed