topobench.data.loaders.hypergraph package#
Init file for hypergraph load module with automated loader discovery.
- class CitationHypergraphDatasetLoader(parameters)#
Bases:
AbstractLoaderLoad 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
- __init__(parameters)#
- load_dataset()#
Load the Citation Hypergraph dataset.
- Returns:
- CitationHypergraphDataset
The loaded Citation Hypergraph dataset with the appropriate data_dir.
- Raises:
- RuntimeError
If dataset loading fails.
- class HypergraphDatasetLoader(parameters)#
Bases:
AbstractLoaderLoad 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
- __init__(parameters)#
- load_dataset()#
Load the Citation Hypergraph dataset.
- Returns:
- HypergraphDataset
The loaded Citation Hypergraph dataset with the appropriate data_dir.
- Raises:
- RuntimeError
If dataset loading fails.
Submodules#
- topobench.data.loaders.hypergraph.citation_hypergraph_dataset_loader module
AbstractLoaderCitationHypergraphDatasetCitationHypergraphDataset.__init__()CitationHypergraphDataset.download()CitationHypergraphDataset.process()CitationHypergraphDataset.FILE_FORMATCitationHypergraphDataset.RAW_FILE_NAMESCitationHypergraphDataset.URLSCitationHypergraphDataset.processed_dirCitationHypergraphDataset.processed_file_namesCitationHypergraphDataset.raw_dirCitationHypergraphDataset.raw_file_namesCitationHypergraphDataset.slices
CitationHypergraphDatasetLoaderDictConfig
- topobench.data.loaders.hypergraph.hypergraph_dataset_loader module
AbstractLoaderDictConfigHypergraphDatasetHypergraphDataset.__init__()HypergraphDataset.download()HypergraphDataset.process()HypergraphDataset.FILE_FORMATHypergraphDataset.RAW_FILE_NAMESHypergraphDataset.URLSHypergraphDataset.processed_dirHypergraphDataset.processed_file_namesHypergraphDataset.raw_dirHypergraphDataset.raw_file_namesHypergraphDataset.slices
HypergraphDatasetLoader