neurovlm.data.load_latent

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neurovlm.data.load_latent#

neurovlm.data.load_latent(name)[source]#

Alias to _load_latent* functions in retrieval resources.

Parameters:

name (str, {"pubmed_text", "wiki", "cogatlas", "cogatlas_task", "cogatlas_disorder",) – “networks”, “latent_neurovault_images”, “latent_neurovault_text”} Name of dataset.

Return type:

latent

Notes

  • “pubmed_text”: pubmed papers passed through specter.

  • “pubmed_summaries”: PubMed neuro summaries passed through specter.

  • “pubmed_images”: encoded neuroimages from pubmed coordinate tables

  • “wiki”: wikipedia articles pass through specter

  • “cogatlas”: cogatlas terms and definitions passed through specter

  • “networks”: encoded network images

  • “neurovault_images”: latent embeddings for neurovault images

  • “neurovault_text”: latent embeddings for neurovault-linked text

  • “llm_neuro_terms”: SPECTER embeddings for novel LLM-extracted neuroscience terms

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