├── .gitignore ├── .gitmodules ├── LICENSE.txt ├── Papers ├── Dependency_RNN_For_Sentence_Completion.pdf ├── Mining_idioms_from_source_code.pdf ├── convolution_attention_sourcecode.pdf ├── latent_predictor_networks_for_code.pdf ├── on_naturalness_of_software.pdf ├── rnn_grammars.pdf ├── source_code_visualisation.pdf └── toward_deep_learning_of_software_repos.pdf ├── README.md ├── data ├── cloned_repos.dat ├── test_files.txt ├── train_files.txt └── valid_files.txt ├── github-scraper ├── PyRepo.py ├── ast_transforms.py ├── astwalker.py ├── norm.out0 ├── normalisation.py ├── normalise.sh ├── processFiles.py └── scraper.py ├── lm ├── BeamSearchTree.py ├── Trainer.py ├── attention_rnn.py ├── batcher.py ├── beamSearch.py ├── datawriter.py ├── evaluation.py ├── hooks.py ├── model.py ├── prebatcher.py ├── pyreader.py ├── pythonLanguageModel.py ├── rnn.py ├── termcolor.py ├── tfutils.py └── utils.py └── ngram ├── ngram.arpa ├── ngram.py └── reader.py /.gitignore: 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