paragraph-vectors
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:page_facing_up: A PyTorch implementation of Paragraph Vectors (doc2vec).
The user should be able to continue training from the last saved checkpoint.
Compare the implementation with Genism's, identify bottlenecks.
Implement concatenation of word and paragraph vectors for the Distributed Memory model. Currently, only the sum operation is supported.
A subsampling approach described in Distributed Representations of Words and Phrases and their Compositionality, T. Mikolov et al.
Bumps [certifi](https://github.com/certifi/python-certifi) from 2017.7.27.1 to 2022.12.7. Commits 9e9e840 2022.12.07 b81bdb2 2022.09.24 939a28f 2022.09.14 aca828a 2022.06.15.2 de0eae1 Only use importlib.resources's new files() / Traversable API on Python ≥3.11 ... b8eb5e9 2022.06.15.1...