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{ |
"@context": { |
"@language": "en", |
"@vocab": "https://schema.org/" |
}, |
"@type": "sc:Dataset", |
"name": "Multimodal dataset of Protein Protein Interaction", |
"conformsTo": "http://mlcommons.org/croissant/1.0", |
"description": "A Multi modal protein protein interaction dataset for EMF prediction", |
"citeAs": "", |
"license": "New BSD License", |
"url": "https://gitlab.lis-lab.fr/dev/muppi-dataset-neurips", |
"keywords": ["protein", "EMF", "multi-modal", "graph"], |
"distribution": [ |
{ |
"@type": "DataDownload", |
"name": "hdf5_file", |
"contentUrl": "CHEMIN_VERS_FICHIER.h5", |
"encodingFormat": "application/x-hdf5", |
"croissant:structure": { |
"root": { |
"groups": [ |
{ |
"name": "Metadata", |
"description": "", |
"datasets": [ |
{ |
"name": "example_ids", |
"description": "", |
"dataType": "float32", |
"shape": [13683] |
} |
] |
} |
], |
"datasets": [ |
{ |
"name": "Labels", |
"description": "Labels of the samples (10129 mono_clustered, 3316 multi_clustered and 238 EMF)", |
"dataType": "float32", |
"shape": [13683] |
}, |
{ |
"name": "View0", |
"description": "PPI network topology view", |
"dataType": "float32", |
"shape": [13683, 9] |
}, |
{ |
"name": "View1", |
"description": "Sub-cellular location view", |
"dataType": "float32", |
"shape": [13683, 49] |
}, |
{ |
"name": "View2", |
"description": "Tissue expression view", |
"dataType": "float32", |
"shape": [13683, 49] |
}, |
{ |
"name": "View3", |
"description": "PPI network embedding view", |
"dataType": "float32", |
"shape": [13683, 128] |
}, |
{ |
"name": "View4", |
"description": "Gene Ontology Biological Process view", |
"dataType": "float32", |
"shape": [13683, 10729] |
}, |
{ |
"name": "View5", |
"description": "Gene Ontology Cellular Component view", |
"dataType": "float32", |
"shape": [13683, 1735] |
}, |
{ |
"name": "View6", |
"description": "Gene Ontology Molecular Function", |
"dataType": "float32", |
"shape": [13683, 3727] |
}, |
{ |
"name": "View7", |
"description": "Gene Ontology BP PPI network embedding", |
"dataType": "float32", |
"shape": [13683, 128] |
}, |
{ |
"name": "View8", |
"description": "Gene Ontology Cellular Component PPI network embedding", |
"dataType": "float32", |
"shape": [13683, 128] |
}, |
{ |
"name": "View9", |
"description": "Phenotype Ontology view", |
"dataType": "float32", |
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