Implement Single-Head Multi-Track Finder - #24

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dhshin04 wants to merge 13 commits into

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feat/plan-01-multi-track-loss-data

Commits on May 23, 2026

feat: add hungarian_multi_track_loss with matching, focal presence, diversity penalty
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167e5ae
feat: add canonical ordering of GT pairs by mu+ element ID sum
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a81a7fb
feat: add skewed pair-count distribution option to gen_training_random
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bcbdcd2
feat: wire hungarian_multi_track_loss into MultiTrackFinder training
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bf1abaf
feat: add SLURM script for multi-track v2 training with improved loss
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3c0b656
feat: enable canonical ordering and skewed pair distribution in preprocessing
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9ba4027
feat: apply canonical GT ordering in multi-track evaluation
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ade4973
fix: review feedback - remove dead DIVERSITY_LAMBDA, fix lambda_presence default, robust n_active detection
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cc97220
chore: update gitignore and CLAUDE.md
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9820ab8

Commits on May 25, 2026

feat: replace Hungarian multi-track loss with pure-TF min-perm matching
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a23e737

Commits on Jun 4, 2026

fix: address bugs crashing multi-track script
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2ea3b8d

Commits on Jun 5, 2026

feat: rm unnecessary metrics, reduce max tracks, rm skewed dist
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81278a2

Commits on Jun 7, 2026

fix: multi-track finder improvement and bug fix
dhshin04
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82910bf