├── .gitignore ├── README.md ├── configs ├── .gitkeep ├── es-no-tests-cnn-attention-max-chunk-of-200.json ├── es-no-tests-cnn-attention.json ├── es-with-tests-cnn-attention.json └── example-config.json ├── data ├── processed │ └── .gitkeep └── raw │ └── .gitkeep ├── environment.yml ├── notebooks ├── 02-masking-exploration.ipynb ├── 03-load-trained-model.ipynb ├── 03-load-trained-model.py ├── 04-copy-cnn-exploration.ipynb ├── 04-copy-cnn-exploration.py └── archive │ ├── 00-initial-exploration.ipynb │ ├── 01-attention.ipynb │ └── eager-execution-debugging.py ├── src ├── __init__.py ├── data │ ├── __init__.py │ ├── constants.py │ ├── graph_feature_extractor.py │ ├── graph_pb2.py │ └── processor.py ├── models │ ├── .gitkeep │ ├── __init__.py │ ├── attention.py │ ├── base_model.py │ ├── cnn_attention.py │ ├── complete_models.py │ └── copy_cnn_attention.py ├── run_model.py └── utils │ ├── __init__.py │ ├── activations.py │ ├── data_utils.py │ ├── f1_evaluator.py │ ├── run_utils.py │ └── save_util.py └── trained_models └── cnn_attention ├── elasticsearch_with_no_tests └── 2019-03-09-16-12 │ ├── hyperparameters.json │ ├── inputs.txt │ ├── model_accuracy.png │ ├── model_loss.png │ ├── random.bin │ ├── results.txt │ ├── testing_data.pkl │ ├── training_data.pkl │ ├── validating_data.pkl │ ├── visualised_results.txt │ ├── vocab.pkl │ ├── weights-01-0.90.hdf5 │ ├── weights-02-0.92.hdf5 │ ├── weights-03-0.93.hdf5 │ ├── weights-04-0.93.hdf5 │ ├── weights-05-0.93.hdf5 │ ├── weights-06-0.93.hdf5 │ └── weights-final.hdf5 ├── elasticsearch_with_no_tests_max_chunk_200 └── 2019-03-12-18-28 │ ├── experiments │ └── 2019-03-13-13-53 │ │ ├── inputs.txt │ │ ├── results.txt │ │ └── visualised_results.txt │ ├── hyperparameters.json │ ├── inputs.txt │ ├── model_accuracy.png │ ├── model_loss.png │ ├── random.bin │ ├── testing_data.pkl │ ├── training_data.pkl │ ├── validating_data.pkl │ ├── vocab.pkl │ ├── weights-01-0.98.hdf5 │ ├── weights-02-0.98.hdf5 │ ├── weights-03-0.98.hdf5 │ ├── weights-04-0.98.hdf5 │ ├── weights-05-0.98.hdf5 │ └── weights-final.hdf5 └── elasticsearch_with_tests └── 2019-03-09-23-45 ├── hyperparameters.json ├── inputs.txt ├── model_accuracy.png ├── model_loss.png ├── random.bin ├── results.txt ├── testing_data.pkl ├── training_data.pkl ├── validating_data.pkl ├── visualised_results.txt ├── vocab.pkl ├── weights-01-0.89.hdf5 ├── weights-03-0.91.hdf5 ├── weights-04-0.91.hdf5 ├── weights-06-0.91.hdf5 ├── weights-07-0.91.hdf5 └── weights-final.hdf5 /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/samialabed/method-name-prediction/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/samialabed/method-name-prediction/HEAD/README.md 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