topobench.data.loaders.hypergraph package

Submodules

topobench.data.loaders.hypergraph.citation_hypergraph_dataset_loader module

Loaders for Citation Hypergraph dataset.

class topobench.data.loaders.hypergraph.citation_hypergraph_dataset_loader.CitationHypergraphDatasetLoader(parameters: DictConfig)

Bases: AbstractLoader

Load Citation Hypergraph dataset with configurable parameters.

Parameters:

parametersDictConfig

Configuration parameters containing:

• data_dir: Root directory for data

• data_name: Name of the dataset

• other relevant parameters

load_dataset() → CitationHypergraphDataset

Load the Citation Hypergraph dataset.

Returns:

CitationHypergraphDataset

The loaded Citation Hypergraph dataset with the appropriate data_dir.

Raises:

RuntimeError

If dataset loading fails.

Module contents

Init file for hypergraph load module with automated loader discovery.

class topobench.data.loaders.hypergraph.CitationHypergraphDatasetLoader(parameters: DictConfig)

Bases: AbstractLoader

Load Citation Hypergraph dataset with configurable parameters.

Parameters:

parametersDictConfig

Configuration parameters containing:

• data_dir: Root directory for data

• data_name: Name of the dataset

• other relevant parameters

load_dataset() → CitationHypergraphDataset

Load the Citation Hypergraph dataset.

Returns:

CitationHypergraphDataset

The loaded Citation Hypergraph dataset with the appropriate data_dir.

Raises:

RuntimeError

If dataset loading fails.