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Update metrics and methods#125

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ghar1821 wants to merge 5 commits intomainfrom
update_ilisi
Closed

Update metrics and methods#125
ghar1821 wants to merge 5 commits intomainfrom
update_ilisi

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@ghar1821 ghar1821 commented Apr 9, 2026

Describe your changes

WIP

Checklist before requesting a review

  • I have performed a self-review of my code

  • Check the correct box. Does this PR contain:

    • Breaking changes
    • New functionality
    • Major changes
    • Minor changes
    • Bug fixes
  • Proposed changes are described in the CHANGELOG.md

  • CI Tests succeed and look good!

ghar1821 added 5 commits April 9, 2026 09:43
- iLISI is now computed per group; groups where batch is fully
  confounded by group are skipped and return NaN
- Refactored cLISI calculation into helper.py
- Added compute_ilisi_per_group and compute_clisi to helper.py
- Updated CHANGELOG.md
- Switch Docker image to base_pytorch_nvidia:1.0.0
- Pin harmonypy>=0.2.0 and add torch dependency
- Pass device=None to run_harmony for auto GPU detection
- Remove epsilon workaround as harmonypy v0.2.0 handles
  numerical stability internally via clamping and L2 normalisation
- Update Nextflow label to lowcpu, gpu
- Update CHANGELOG.md
@ghar1821 ghar1821 closed this Apr 9, 2026
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