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onlyforecho
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code2vec
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code2vec
code2vec.py
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Commits on Jul 16, 2019
tf model: use logger instead of print()s
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Commits on Jun 2, 2019
migrate to TF-2.0.0-alpha; now keras model works with BS=1024 + TP=1200; use keras CB to perform logging and evaluate during training; move arg parsing to config; fix AttentionLayer so mask will be…
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main file minor refactor
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Commits on May 27, 2019
add logger; use tensorboard; refactor config; tf: fix subtoken metric
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Commits on Apr 5, 2019
make tensorflow the default impl; fix help descriptions in argparser.
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Commits on Apr 4, 2019
add `framework` option to argparse; use unified `ModelEvaluationResults`, `ModelPredictionResults` structures to return from evaluate(), predict(); keras model evaluate() fix; keras model initializ…
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Commits on Apr 3, 2019
move VocabType to vocabularies; move `save_word2vec_format()` to base model; impl `_get_vocab_embedding_as_np_array()` in keras model; separate embedding constants in `Config` (by vocab type)
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Commits on Apr 2, 2019
keras model store+load: use tf checkpoint to store optimizer status; maintain number of epochs for a model (recovered on load); model_base have no session object (keras model doesn't need it now); …
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Commits on Mar 24, 2019
base model redactor; OOV+PAD special words instead of NoSuch; impl save+load keras model; reader refactor
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Commits on Mar 22, 2019
keras model: add prediction tf graph, add evaluation f1 metric; pass reader.dataset directly to model.fit() instead of using reader.dataset.iterator; rename "Model" ==> "Code2VecModel"; use common.…
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Commits on Mar 14, 2019
add Keras model impl (not fully implemented yet); dispatch tf/keras impl at word2vec.py; use common model base
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Commits on Feb 16, 2019
Renaming variables to make it clear where the code vectors are
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Commits on Oct 23, 2018
initial commit
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