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File-based fast training for Any2Vec models #2127
File-based fast training for Any2Vec models #2127
Commits on Jul 9, 2018
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Commits on Jul 11, 2018
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learning rate decay in Cython + _do_train_epoch + _train_epoch_multis…
…tream methods
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call _train_epoch_multistream from train()
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Commits on Jul 12, 2018
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Merge branch 'develop' into feature/multistream-training
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Commits on Jul 14, 2018
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add __reduce__ to CythonLineSentence for proper pickling
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add 1 test for CythonLineSentence
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Commits on Jul 24, 2018
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remove input_streams, add corpus_file
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fix replacing input_streams -> corpus_file in Word2Vec class
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fix signatures in doc2vec/fasttext + removed tests on multistream
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move multistream functions from word2vec_inner to word2vec_multistream
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Commits on Aug 9, 2018
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add tutorial on w2v multistream
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add MULTISTREAM_VERSION global constant
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first move towards multistream FastText
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Commits on Aug 11, 2018
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resolve ambiguate fast_sentence_* declarations
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add test_training_multistream for fasttext
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add d2v_train_epoch_dbow for from-file training
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Commits on Aug 15, 2018
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add missing parts of from-file doc2vec
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add total_corpus_count calculation in doc2vec
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add tests for doc2vec file-based + rename MULTISTREAM -> CORPUSFILE e…
…verywhere
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add Word2VecConfig in order to remove repeating parts of code
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use init_config from word2vec_corpusfile
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init_config -> init_w2v_config, init_ft_config
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using FastTextConfig in fasttext_corpusfile.pyx
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use Doc2VecConfig in doc2vec_corpusfile.pyx
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test old model for doc2vec & fasttext
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merge fast_line_sentence.cpp and fast_line_sentence.h
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add initial doc_tags computation
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get rid of subword_arrays in fasttext
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make hanging indents everywhere
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fix test_persistence_fromfile for FastText
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add fasttext & doc2vec to notebook
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