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New metric: Normalized Mutual Information Score #2029

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@matsumotosan matsumotosan commented Aug 28, 2023

What does this PR do?

Fixes part of #2003

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📚 Documentation preview 📚: https://torchmetrics--2029.org.readthedocs.build/en/2029/

@matsumotosan matsumotosan changed the title 2003 normalized mutual info score New metric: Normalized Mutual Information Score Aug 28, 2023
@SkafteNicki SkafteNicki mentioned this pull request Aug 28, 2023
13 tasks
@SkafteNicki SkafteNicki added this to the v1.2.0 milestone Aug 29, 2023
@SkafteNicki SkafteNicki added this to In progress in Clustering via automation Aug 29, 2023
matsumotosan and others added 4 commits August 31, 2023 18:50
…score.py

Co-authored-by: Nicki Skafte Detlefsen <skaftenicki@gmail.com>
…score.py

Co-authored-by: Nicki Skafte Detlefsen <skaftenicki@gmail.com>
@SkafteNicki SkafteNicki marked this pull request as ready for review August 31, 2023 10:40
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codecov bot commented Aug 31, 2023

Codecov Report

Merging #2029 (503a156) into master (39d90d0) will increase coverage by 0%.
The diff coverage is 90%.

Additional details and impacted files
@@          Coverage Diff           @@
##           master   #2029   +/-   ##
======================================
  Coverage      87%     87%           
======================================
  Files         277     279    +2     
  Lines       15746   15814   +68     
======================================
+ Hits        13657   13718   +61     
- Misses       2089    2096    +7     

@mergify mergify bot added the ready label Aug 31, 2023
matsumotosan and others added 4 commits August 31, 2023 21:22
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
@mergify mergify bot removed the ready label Aug 31, 2023
@Borda Borda enabled auto-merge (squash) August 31, 2023 14:36
@mergify mergify bot added the ready label Aug 31, 2023
@Borda Borda merged commit b8e1b23 into Lightning-AI:master Aug 31, 2023
65 checks passed
Clustering automation moved this from In progress to Done Aug 31, 2023
@matsumotosan matsumotosan deleted the 2003-normalized-mutual-info-score branch September 3, 2023 11:57
matsumotosan added a commit to matsumotosan/metrics that referenced this pull request Sep 19, 2023
Co-authored-by: Nicki Skafte Detlefsen <skaftenicki@gmail.com>
Co-authored-by: Jirka Borovec <6035284+Borda@users.noreply.github.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
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3 participants