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Enhance documentation for DestVI wrapper
CI
#392:
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Graph Update: pip in /., /scripts/_archive #1361710712
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Graph Update: pip in /., /scripts #1348404571
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v1-core
v1-core
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Fix OOM in heldout eval: stream data, build batches on-the-fly
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Fix mixed val_loss history: separate SSL and transition metrics
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Auto-detect device in heldout evaluation script
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Fix heldout eval to pass context_tokens for cross_attention drift
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#388:
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Add missing pyarrow import in heldout evaluation
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Add hlca_only and luca_only fusion modes for ablation studies
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Fix eval to load drift_head/context_refiner from checkpoint config
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Fix HPO defaults to match DDP: cross_attention + set_transformer
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Add drift_head and context_refiner CLI args to run_v1_ddp.py
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Consolidate ablations into run_v1_ddp.py (DRY)
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Update README for v1 architecture and add adversarial cell cycle to v2
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Add comment clarifying IL1B/KAC are for post-hoc validation only
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#380:
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Wire CrossAttentionDrift + SetTransformerRefiner in training pipeline
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#379:
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Fix HPO to use correct neighborhoods format (tokens column)
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#378:
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Fix 3-stage mapping for valid donor-held-out evaluation
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#377:
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Fix: clip to 500 (safe for expm1) before HVG computation
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#376:
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Fix inf values in expression data before HVG computation
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#375:
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Fix baseline to use z_pooled for ring tokens in addition to z_fused
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#374:
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Stream neighborhoods from temp parquet to avoid OOM in heldout evalua…
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#373:
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Fix parquet schema mismatch in heldout evaluation streaming write
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Fix remaining hardcoded stages in viz and pipeline files
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Add --pooled_niche argument for ablation
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