msr_genomics_kbcomp

Referências:

• Código
• Abraçando cara

Use o seguinte comando para carregar este conjunto de dados no TFDS:

ds = tfds.load('huggingface:msr_genomics_kbcomp')

• Descrição :

The database is derived from the NCI PID Pathway Interaction Database, and the textual mentions are extracted from cooccurring pairs of genes in PubMed abstracts, processed and annotated by Literome (Poon et al. 2014). This dataset was used in the paper “Compositional Learning of Embeddings for Relation Paths in Knowledge Bases and Text” (Toutanova, Lin, Yih, Poon, and Quirk, 2016).

• Licença : Nenhuma licença conhecida
• Versão : 1.1.0
• Divisões :

Dividir	Exemplos
'test'	2784
'train'	12160
'validation'	1315

• Características :

{
    "GENE1": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    },
    "relation": {
        "num_classes": 3,
        "names": [
            "Positive_regulation",
            "Negative_regulation",
            "Family"
        ],
        "names_file": null,
        "id": null,
        "_type": "ClassLabel"
    },
    "GENE2": {
        "dtype": "string",
        "id": null,
        "_type": "Value"
    }
}