Feature/mil benchmark and representation methods - #154

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Dinesh-Adhithya-H wants to merge 9 commits into

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Dinesh-Adhithya-H:feature/mil-benchmark-and-representation-methods

Commits on May 6, 2026

Add MIL benchmark, representation benchmark, and attention visualisations
Dinesh-Adhithya-H
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5bf0e29
Fix MixMIL n_classes derivation and label-mapping variable shadowing
Dinesh-Adhithya-H
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5d88258
Fix label mapping for numeric classification targets (e.g. ordinal Outcome)
Dinesh-Adhithya-H
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111f018
Remove ABMIL from RepresentationBenchmark (no bag embeddings)
Dinesh-Adhithya-H
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fe7f340
Implement get_sample_representations for TorchMILWrapper (ABMIL etc.)
Dinesh-Adhithya-H
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c416ae9
Use return_rep=True for bag embeddings in get_sample_representations
Dinesh-Adhithya-H
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737d573
Add TransMIL/DSMIL to benchmark, paper summary table, and rep UMAPs
Dinesh-Adhithya-H
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6b685b9
Add max_cells_per_bag to TransMIL and DSMIL constructors
Dinesh-Adhithya-H
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0f31ad5
Address PR #154 review: plotting style, docstring, MixMIL API

Dinesh-Adhithya-H
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459ab84