All modules for which code is available
- __init__.alpha_complex_lifting
- __init__.base
- __init__.calculate_simplicial_curvature
- __init__.can_wrapper
- __init__.cccn
- __init__.cccn_wrapper
- __init__.ccxn_wrapper
- __init__.citation_hypergaph_dataset
- __init__.citation_hypergraph_dataset_loader
- __init__.clique_lifting
- __init__.coface_cc_lifting
- __init__.concatenation
- __init__.cwn_wrapper
- __init__.cycle_lifting
- __init__.discrete_configuration_complex_lifting
- __init__.dnd_lifting
- __init__.eccentricity_lifting
- __init__.edgnn
- __init__.equal_gaus_features
- __init__.expander_graph_lifting
- __init__.forman_ricci_curvature_lifting
- __init__.gccn
- __init__.gccn_onehasse
- __init__.geometric_shapes
- __init__.gnn_wrapper
- __init__.graph_induced_cc
- __init__.graph_induced_lifting
- __init__.graph_mlp
- __init__.graph_mlp_wrapper
- __init__.group_homophily
- __init__.hetero_datasets
- __init__.hypergraph_wrapper
- __init__.identical
- __init__.identity
- __init__.identity_gnn
- __init__.identity_transform
- __init__.infere_knn_connectivity
- __init__.infere_radius_connectivity
- __init__.keep_only_connected_component
- __init__.keep_selected_data_fields
- __init__.kernel_lifting
- __init__.khop_lifting
- __init__.knn_lifting
- __init__.latentclique_lifting
- __init__.line_lifting
- __init__.mantra_dataset
- __init__.mantra_dataset_loader
- __init__.manual_graph_dataset_loader
- __init__.mapper_lifting
- __init__.modecule_datasets
- __init__.modularity_maximization_lifting
- __init__.mogmst_lifting
- __init__.mp_homophily
- __init__.neighborhood_complex_lifting
- __init__.node_degrees
- __init__.node_features_to_float
- __init__.ogbg_datasets
- __init__.one_hot_degree_features
- __init__.planetoid_datasets
- __init__.pointnet_lifting
- __init__.projection_sum
- __init__.propagate_signal_down
- __init__.random_flag_complex
- __init__.redefine_simplicial_neighbourhoods
- __init__.san_wrapper
- __init__.sccn_wrapper
- __init__.sccnn
- __init__.sccnn_wrapper
- __init__.scn_wrapper
- __init__.set
- __init__.tu_datasets
- __init__.tune_wrapper
- __init__.universal_strict_lifting
- __init__.us_county_demos_dataset
- __init__.us_county_demos_dataset_loader
- __init__.vietoris_rips_lifting
- __init__.voronoi_lifting
- cell.can_wrapper
- cell.cccn
- cell.cccn_wrapper
- cell.ccxn_wrapper
- cell.cwn_wrapper
- combinatorial.gccn
- combinatorial.gccn_onehasse
- combinatorial.tune_wrapper
- encoders.all_cell_encoder
- encoders.dgm_encoder
- graph.gnn_wrapper
- graph.graph_mlp
- graph.graph_mlp_wrapper
- graph.identity_gnn
- hypergraph.edgnn
- hypergraph.hypergraph_wrapper
- loss.loss
- metrics.example
- simplicial.san_wrapper
- simplicial.sccn_wrapper
- simplicial.sccnn
- simplicial.sccnn_wrapper
- simplicial.scn_wrapper
- topobench.callbacks.timer_callback
- topobench.data.datasets.citation_hypergaph_dataset
- topobench.data.datasets.mantra_dataset
- topobench.data.datasets.us_county_demos_dataset
- topobench.data.loaders.base
- topobench.data.loaders.graph.hetero_datasets
- topobench.data.loaders.graph.mantra_dataset
- topobench.data.loaders.graph.manual_graph_dataset_loader
- topobench.data.loaders.graph.modecule_datasets
- topobench.data.loaders.graph.ogbg_datasets
- topobench.data.loaders.graph.planetoid_datasets
- topobench.data.loaders.graph.tu_datasets
- topobench.data.loaders.graph.us_county_demos_dataset_loader
- topobench.data.loaders.hypergraph.citation_hypergraph_dataset_loader
- topobench.data.loaders.pointcloud.geometric_shapes
- topobench.data.loaders.simplicial.mantra_dataset_loader
- topobench.data.preprocessor.preprocessor
- topobench.data.utils.io_utils
- topobench.data.utils.split_utils
- topobench.data.utils.utils
- topobench.dataloader.dataload_dataset
- topobench.dataloader.dataloader
- topobench.dataloader.utils
- topobench.evaluator.base
- topobench.evaluator.evaluator
- topobench.evaluator.metrics.example
- topobench.loss.base
- topobench.loss.dataset.DatasetLoss
- topobench.loss.loss
- topobench.loss.model.DGMLoss
- topobench.loss.model.GraphMLPLoss
- topobench.model.model
- topobench.nn.backbones.cell.cccn
- topobench.nn.backbones.combinatorial.gccn
- topobench.nn.backbones.combinatorial.gccn_onehasse
- topobench.nn.backbones.graph.graph_mlp
- topobench.nn.backbones.graph.identity_gnn
- topobench.nn.backbones.hypergraph.edgnn
- topobench.nn.backbones.simplicial.sccnn
- topobench.nn.encoders.all_cell_encoder
- topobench.nn.encoders.base
- topobench.nn.encoders.dgm_encoder
- topobench.nn.encoders.kdgm
- topobench.nn.readouts.base
- topobench.nn.readouts.identical
- topobench.nn.readouts.propagate_signal_down
- topobench.nn.wrappers.base
- topobench.nn.wrappers.cell.can_wrapper
- topobench.nn.wrappers.cell.cccn_wrapper
- topobench.nn.wrappers.cell.ccxn_wrapper
- topobench.nn.wrappers.cell.cwn_wrapper
- topobench.nn.wrappers.combinatorial.tune_wrapper
- topobench.nn.wrappers.graph.gnn_wrapper
- topobench.nn.wrappers.graph.graph_mlp_wrapper
- topobench.nn.wrappers.hypergraph.hypergraph_wrapper
- topobench.nn.wrappers.simplicial.san_wrapper
- topobench.nn.wrappers.simplicial.sccn_wrapper
- topobench.nn.wrappers.simplicial.sccnn_wrapper
- topobench.nn.wrappers.simplicial.scn_wrapper
- topobench.optimizer.base
- topobench.optimizer.optimizer
- topobench.run
- topobench.transforms.data_manipulations.calculate_simplicial_curvature
- topobench.transforms.data_manipulations.equal_gaus_features
- topobench.transforms.data_manipulations.group_homophily
- topobench.transforms.data_manipulations.identity_transform
- topobench.transforms.data_manipulations.infere_knn_connectivity
- topobench.transforms.data_manipulations.infere_radius_connectivity
- topobench.transforms.data_manipulations.keep_only_connected_component
- topobench.transforms.data_manipulations.keep_selected_data_fields
- topobench.transforms.data_manipulations.mp_homophily
- topobench.transforms.data_manipulations.node_degrees
- topobench.transforms.data_manipulations.node_features_to_float
- topobench.transforms.data_manipulations.one_hot_degree_features
- topobench.transforms.data_manipulations.redefine_simplicial_neighbourhoods
- topobench.transforms.data_transform
- topobench.transforms.feature_liftings.concatenation
- topobench.transforms.feature_liftings.identity
- topobench.transforms.feature_liftings.projection_sum
- topobench.transforms.feature_liftings.set
- topobench.transforms.liftings.base
- topobench.transforms.liftings.graph2cell.base
- topobench.transforms.liftings.graph2cell.cycle_lifting
- topobench.transforms.liftings.graph2cell.discrete_configuration_complex_lifting
- topobench.transforms.liftings.graph2combinatorial.base
- topobench.transforms.liftings.graph2combinatorial.graph_induced_cc
- topobench.transforms.liftings.graph2hypergraph.base
- topobench.transforms.liftings.graph2hypergraph.expander_graph_lifting
- topobench.transforms.liftings.graph2hypergraph.forman_ricci_curvature_lifting
- topobench.transforms.liftings.graph2hypergraph.kernel_lifting
- topobench.transforms.liftings.graph2hypergraph.khop_lifting
- topobench.transforms.liftings.graph2hypergraph.knn_lifting
- topobench.transforms.liftings.graph2hypergraph.mapper_lifting
- topobench.transforms.liftings.graph2hypergraph.modularity_maximization_lifting
- topobench.transforms.liftings.graph2simplicial.base
- topobench.transforms.liftings.graph2simplicial.clique_lifting
- topobench.transforms.liftings.graph2simplicial.dnd_lifting
- topobench.transforms.liftings.graph2simplicial.eccentricity_lifting
- topobench.transforms.liftings.graph2simplicial.graph_induced_lifting
- topobench.transforms.liftings.graph2simplicial.khop_lifting
- topobench.transforms.liftings.graph2simplicial.latentclique_lifting
- topobench.transforms.liftings.graph2simplicial.line_lifting
- topobench.transforms.liftings.graph2simplicial.neighborhood_complex_lifting
- topobench.transforms.liftings.graph2simplicial.vietoris_rips_lifting
- topobench.transforms.liftings.hypergraph2combinatorial.base
- topobench.transforms.liftings.hypergraph2combinatorial.universal_strict_lifting
- topobench.transforms.liftings.liftings
- topobench.transforms.liftings.pointcloud2hypergraph.base
- topobench.transforms.liftings.pointcloud2hypergraph.mogmst_lifting
- topobench.transforms.liftings.pointcloud2hypergraph.pointnet_lifting
- topobench.transforms.liftings.pointcloud2hypergraph.voronoi_lifting
- topobench.transforms.liftings.pointcloud2simplicial.alpha_complex_lifting
- topobench.transforms.liftings.pointcloud2simplicial.base
- topobench.transforms.liftings.pointcloud2simplicial.random_flag_complex
- topobench.transforms.liftings.simplicial2combinatorial.base
- topobench.transforms.liftings.simplicial2combinatorial.coface_cc_lifting
- topobench.utils.config_resolvers
- topobench.utils.instantiators
- topobench.utils.logging_utils
- topobench.utils.pylogger
- topobench.utils.rich_utils
- topobench.utils.utils