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demongolem avatar demongolem commented on August 11, 2024

Is this what inference.py is supposed to accomplish? It looks like it is only implemented for WTM at the moment. For example, BATM would fail because it has no load_model function.

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zll17 avatar zll17 commented on August 11, 2024

Actually, the function you described is implemented as 'get_embed', which would return the topic distribution for each document. This function is implemented in GSM, WTM, GMNTM, and ETM, exclude BATM, because it can not convergents properly yet (the original paper author of BATM hadn't replied to me yet). The function 'inference' and 'inference_by_bow' provides similar but lower-level interfaces. Please look into the 'models' directory for more details.

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