LICENSE
README.md
pyproject.toml
docs/hooks.py
tests/data/test_collate.py
tests/data/test_representations.py
tests/datasets/test_binary_classification_dataset.py
tests/datasets/test_camelyon16_dataset.py
tests/datasets/test_ctscan_dataset.py
tests/datasets/test_false_frequency_mil_dataset.py
tests/datasets/test_mc_standard_mil_dataset.py
tests/datasets/test_pandamil_dataset.py
tests/datasets/test_processed_mil_dataset.py
tests/datasets/test_rsna_mil_dataset.py
tests/datasets/test_sc_standard_mil_dataset.py
tests/datasets/test_shifted_mean_mil_dataset.py
tests/datasets/test_tad_dataset.py
tests/datasets/test_toy_dataset.py
tests/datasets/test_trident_wsi_dataset.py
tests/datasets/test_video_classification_dataset.py
tests/models/test_abmil.py
tests/models/test_camil.py
tests/models/test_clam.py
tests/models/test_deepgraphsurv.py
tests/models/test_dsmil.py
tests/models/test_dtfdmil.py
tests/models/test_gtp.py
tests/models/test_iibmil.py
tests/models/test_mil_model.py
tests/models/test_patch_gcn.py
tests/models/test_prob_smooth_abmil.py
tests/models/test_setmil.py
tests/models/test_sm_abmil.py
tests/models/test_sm_transformer_abmil.py
tests/models/test_transformer_abmil.py
tests/models/test_transformer_prob_smooth_abmil.py
tests/models/test_transmil.py
tests/models/test_vaeabmil.py
tests/nn/test_max_pool.py
tests/nn/test_mean_pool.py
tests/nn/test_mlp.py
tests/nn/test_nn_utils.py
tests/nn/test_relprop.py
tests/nn/test_sm.py
tests/nn/test_variational_autoencoder.py
tests/nn/attention/test_attention_pool.py
tests/nn/attention/test_irpe_multihead_self_attention.py
tests/nn/attention/test_multihead_cross_attention.py
tests/nn/attention/test_multihead_self_attention.py
tests/nn/attention/test_nystrom_attention.py
tests/nn/attention/test_prob_smooth_attention_pool.py
tests/nn/attention/test_sm_attention_pool.py
tests/nn/gnns/test_chebconv.py
tests/nn/gnns/test_deepgcn.py
tests/nn/gnns/test_dense_mincut_pool.py
tests/nn/gnns/test_gcn_conv.py
tests/nn/gnns/test_gnn_identity.py
tests/nn/transformers/test_conventional_transformer.py
tests/nn/transformers/test_encoder.py
tests/nn/transformers/test_irpe_transformer.py
tests/nn/transformers/test_layer.py
tests/nn/transformers/test_nystrom_transformer.py
tests/nn/transformers/test_sm_transformer.py
tests/nn/transformers/test_t2t.py
tests/utils/test_annealing_scheduler.py
tests/utils/test_common.py
tests/utils/test_graph_utils.py
tests/utils/test_trainer.py
tests/visualize/test_vis_ctscan.py
tests/visualize/test_vis_wsi.py
torchmil.egg-info/PKG-INFO
torchmil.egg-info/SOURCES.txt
torchmil.egg-info/dependency_links.txt
torchmil.egg-info/requires.txt
torchmil.egg-info/top_level.txt
torchmil/data/__init__.py
torchmil/data/collate.py
torchmil/data/representations.py
torchmil/datasets/__init__.py
torchmil/datasets/binary_classification_dataset.py
torchmil/datasets/camelyon16mil_dataset.py
torchmil/datasets/ctscan_dataset.py
torchmil/datasets/false_frequency_dataset.py
torchmil/datasets/mc_standard_dataset.py
torchmil/datasets/pandamil_dataset.py
torchmil/datasets/processed_mil_dataset.py
torchmil/datasets/rsnamil_dataset.py
torchmil/datasets/sc_standard_dataset.py
torchmil/datasets/shifted_mean_mil_dataset.py
torchmil/datasets/tadmil_dataset.py
torchmil/datasets/toy_dataset.py
torchmil/datasets/trident_wsi_dataset.py
torchmil/datasets/video_classification_dataset.py
torchmil/models/__init__.py
torchmil/models/abmil.py
torchmil/models/camil.py
torchmil/models/clam.py
torchmil/models/deepgraphsurv.py
torchmil/models/dsmil.py
torchmil/models/dtfdmil.py
torchmil/models/gtp.py
torchmil/models/iibmil.py
torchmil/models/mil_model.py
torchmil/models/patch_gcn.py
torchmil/models/prob_smooth_abmil.py
torchmil/models/setmil.py
torchmil/models/sm_abmil.py
torchmil/models/sm_transformer_abmil.py
torchmil/models/transformer_abmil.py
torchmil/models/transformer_prob_smooth_abmil.py
torchmil/models/transmil.py
torchmil/models/vaeabmil.py
torchmil/nn/__init__.py
torchmil/nn/irpe.py
torchmil/nn/max_pool.py
torchmil/nn/mean_pool.py
torchmil/nn/mlp.py
torchmil/nn/relprop.py
torchmil/nn/sm.py
torchmil/nn/utils.py
torchmil/nn/variational_autoencoder.py
torchmil/nn/attention/__init__.py
torchmil/nn/attention/attention_pool.py
torchmil/nn/attention/irpe_multihead_self_attention.py
torchmil/nn/attention/multihead_cross_attention.py
torchmil/nn/attention/multihead_self_attention.py
torchmil/nn/attention/nystrom_attention.py
torchmil/nn/attention/prob_smooth_attention_pool.py
torchmil/nn/attention/sm_attention_pool.py
torchmil/nn/gnns/__init__.py
torchmil/nn/gnns/chebconv.py
torchmil/nn/gnns/deepgcn.py
torchmil/nn/gnns/dense_mincut_pool.py
torchmil/nn/gnns/gcn_conv.py
torchmil/nn/gnns/gnn_identity.py
torchmil/nn/transformers/__init__.py
torchmil/nn/transformers/conventional_transformer.py
torchmil/nn/transformers/encoder.py
torchmil/nn/transformers/irpe_transformer.py
torchmil/nn/transformers/layer.py
torchmil/nn/transformers/nystrom_transformer.py
torchmil/nn/transformers/sm_transformer.py
torchmil/nn/transformers/t2t.py
torchmil/utils/__init__.py
torchmil/utils/annealing_scheduler.py
torchmil/utils/common.py
torchmil/utils/graph_utils.py
torchmil/utils/trainer.py
torchmil/visualize/__init__.py
torchmil/visualize/vis_ctscan.py
torchmil/visualize/vis_wsi.py