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Title: History for code2vec.py - gulian-github/code2vec · GitHub

Open Graph Title: History for code2vec.py - gulian-github/code2vec

X Title: History for code2vec.py - gulian-github/code2vec

Description: TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code" - History for code2vec.py - gulian-github/code2vec

Open Graph Description: TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code" - History for code2vec.py - gulian-github/code2vec

X Description: TensorFlow code for the neural network presented in the paper: "code2vec: Learning Distributed Representations of Code" - History for code2vec.py - gulian-github/code2vec

Opengraph URL: https://github.com/gulian-github/code2vec

X: @github

direct link

Domain: github.com

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tf model: use logger instead of print()shttps://github.com/gulian-github/code2vec/commit/b68f0e932b69cf61bf5eb71fe68c2d61f3651b7d
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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…https://github.com/gulian-github/code2vec/commit/46ae7ad2eb06d76dd69773b5cbb8fc00d1c10a0f
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main file minor refactorhttps://github.com/gulian-github/code2vec/commit/64f30d4faf585aa7daa63cdc1167b42047910e88
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add logger; use tensorboard; refactor config; tf: fix subtoken metrichttps://github.com/gulian-github/code2vec/commit/e105e6692a0e58f954e76f6c7ff39af142c997c3
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make tensorflow the default impl; fix help descriptions in argparser.https://github.com/gulian-github/code2vec/commit/b3505965a9801bf4b2db75d34e3908009e887a29
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add `framework` option to argparse; use unified `ModelEvaluationResults`, `ModelPredictionResults` structures to return from evaluate(), predict(); keras model evaluate() fix; keras model initializ…https://github.com/gulian-github/code2vec/commit/c062e643beace53ae90a627fd4e2490f5a8e8d5d
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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)https://github.com/gulian-github/code2vec/commit/98a0b1b840a75f4cef7a4c3a0fefe354df4a1595
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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); …https://github.com/gulian-github/code2vec/commit/c97d6c3d1037af9dce18321243cd576a65c61c26
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base model redactor; OOV+PAD special words instead of NoSuch; impl save+load keras model; reader refactorhttps://github.com/gulian-github/code2vec/commit/e80cc9bf9c4ca0dd3d21a151d1934b126c1f7e3e
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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.…https://github.com/gulian-github/code2vec/commit/9bf16e8cf20afca66f962ec3f5111a810ed1dcaf
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add Keras model impl (not fully implemented yet); dispatch tf/keras impl at word2vec.py; use common model basehttps://github.com/gulian-github/code2vec/commit/7ebf1ce35ad42d510bdca40a9ca1ebd6cdd2f4c0
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Renaming variables to make it clear where the code vectors arehttps://github.com/gulian-github/code2vec/commit/7a15eebd046b6c47f5a42cb7facfe5f30ae3d1f3
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