├── .flake8 ├── .gitignore ├── .readthedocs.yml ├── .travis.yml ├── LICENSE ├── README.md ├── __init__.py ├── config.py ├── data_engine ├── __init__.py ├── prepare_data.py └── rebuild_dataset_from_config.py ├── demo-web ├── README.md ├── __init__.py ├── config_online.py └── sample_server.py ├── docs ├── Makefile └── source │ ├── conf.py │ ├── configuration.rst │ ├── data_engine.rst │ ├── help.rst │ ├── index.rst │ ├── modules.rst │ ├── nmt_keras.rst │ ├── requirements.rst │ ├── resources.rst │ ├── tutorial.rst │ ├── usage.rst │ └── utils.rst ├── examples ├── EuTrans │ ├── dev.en │ ├── dev.es │ ├── mapping.es_en.pkl │ ├── test.en │ ├── test.es │ ├── training.en │ └── training.es ├── README.md ├── configs │ ├── README.md │ ├── config_rnn.py │ └── config_transformer.py ├── documentation │ ├── README.md │ ├── attention_nmt_model.png │ ├── config.md │ ├── ensembling_tutorial.md │ ├── imgs │ │ ├── tb-embeddings.png │ │ ├── tb-graph.png │ │ └── tb-scalar.png │ ├── neural_machine_translation.pdf │ ├── nmt-keras_paper.pdf │ ├── staged_keras_wrapper.pdf │ ├── tensorboard_integration.md │ ├── transformer_nmt_model.png │ └── typical_output.md ├── modeling_tutorial.ipynb └── tutorial.ipynb ├── main.py ├── meta-optimizers └── spearmint │ ├── README.md │ ├── __init__.py │ ├── config.json │ ├── launch_spearmint.sh │ └── spearmint_opt.py ├── nmt_keras ├── __init__.py ├── apply_model.py ├── build_callbacks.py ├── model_zoo.py └── training.py ├── sample_ensemble.py ├── score.py ├── setup.py ├── tests ├── NMT_architectures │ ├── attention_ConditionalGRU.py │ ├── attention_ConditionalLSTM.py │ ├── attention_GRU.py │ ├── attention_LSTM.py │ ├── bidir_deep_GRU_GRU.py │ ├── bidir_deep_LSTM_GRU.py │ ├── shallow_GRU_ConditionalLSTM.py │ ├── shallow_GRU_LSTM.py │ ├── shallow_LSTM_ConditionalGRU.py │ ├── shallow_LSTM_LSTM.py │ ├── unidir_deep_GRU_ConditionalLSTM.py │ ├── unidir_deep_LSTM_ConditionalLSTM.py │ ├── unidir_deep_transformer.py │ └── unidir_deep_transformer_tied_embeddings.py ├── README.md ├── __init__.py ├── data_engine │ ├── test_data_types.py │ └── test_prepare_data.py ├── encodings │ ├── test_sampling.py │ └── test_unk_replace.py ├── test_config.py ├── test_load_params.py └── utils │ ├── test_nmt_utils.py │ └── test_process_word_vectors.py └── utils ├── README.md ├── __init__.py ├── average_models.py ├── build_glossary.py ├── build_mapping_file.sh ├── clean_training_directory.sh ├── config_pkl2py.py ├── format_corpus_for_aligner.py ├── preprocess_binary_word_vectors.py ├── preprocess_text_word_vectors.py ├── ttables_to_dict.py ├── utils.py └── vocabulary_size.sh /.flake8: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/lvapeab/nmt-keras/HEAD/.flake8 -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 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