├── CNN-LSTM_model_architecture.png ├── LICENSE ├── README.md ├── SampleFileTools1.py ├── __pycache__ ├── SampleFileTools1.cpython-36.pyc └── SampleFileTools1.cpython-37.pyc ├── checkpoints └── Saved_checkpoint │ ├── tmp_0x78ca4911 │ ├── checkpoint │ ├── ckpt-2.data-00000-of-00001 │ └── ckpt-2.index │ ├── tmp_0x849eddde │ ├── checkpoint │ ├── ckpt-1.data-00000-of-00001 │ └── ckpt-1.index │ ├── tmp_0xb8cc6fc │ ├── checkpoint │ ├── ckpt-1.data-00000-of-00001 │ └── ckpt-1.index │ └── tmp_0xeb8a7700 │ ├── checkpoint │ ├── ckpt-1.data-00000-of-00001 │ └── ckpt-1.index ├── configs ├── __pycache__ │ ├── config.cpython-36.pyc │ └── config.cpython-37.pyc └── config.py ├── dataloader ├── __pycache__ │ ├── dataloader.cpython-36.pyc │ └── dataloader.cpython-37.pyc └── dataloader.py ├── evaluation ├── Accuracy_curve.png └── results_snr_20.hdf ├── figures ├── CNN-LSTM_model_architecture.png ├── Gaussian_glitch.png ├── Overlap_vs_SNR.png ├── Overlap_vs_chirpmass.png └── Real_events.png ├── main.py ├── model ├── __pycache__ │ ├── base_model.cpython-36.pyc │ ├── base_model.cpython-37.pyc │ ├── cnn_lstm.cpython-36.pyc │ └── cnn_lstm.cpython-37.pyc ├── base_model.py ├── cnn_lstm.py └── trained_model.h5 ├── model_FractalTanimoto_FT_MSE.h5 ├── notebooks ├── .ipynb_checkpoints │ └── GW_autoencoder_test-checkpoint.ipynb └── GW_autoencoder_test.ipynb └── utils ├── __pycache__ ├── config.cpython-36.pyc └── config.cpython-37.pyc └── config.py /CNN-LSTM_model_architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/CNN-LSTM_model_architecture.png -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/README.md -------------------------------------------------------------------------------- /SampleFileTools1.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/SampleFileTools1.py -------------------------------------------------------------------------------- /__pycache__/SampleFileTools1.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/__pycache__/SampleFileTools1.cpython-36.pyc -------------------------------------------------------------------------------- /__pycache__/SampleFileTools1.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/__pycache__/SampleFileTools1.cpython-37.pyc -------------------------------------------------------------------------------- /checkpoints/Saved_checkpoint/tmp_0x78ca4911/checkpoint: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/checkpoints/Saved_checkpoint/tmp_0x78ca4911/checkpoint -------------------------------------------------------------------------------- /checkpoints/Saved_checkpoint/tmp_0x78ca4911/ckpt-2.data-00000-of-00001: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/checkpoints/Saved_checkpoint/tmp_0x78ca4911/ckpt-2.data-00000-of-00001 -------------------------------------------------------------------------------- /checkpoints/Saved_checkpoint/tmp_0x78ca4911/ckpt-2.index: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/checkpoints/Saved_checkpoint/tmp_0x78ca4911/ckpt-2.index -------------------------------------------------------------------------------- /checkpoints/Saved_checkpoint/tmp_0x849eddde/checkpoint: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/checkpoints/Saved_checkpoint/tmp_0x849eddde/checkpoint -------------------------------------------------------------------------------- /checkpoints/Saved_checkpoint/tmp_0x849eddde/ckpt-1.data-00000-of-00001: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/checkpoints/Saved_checkpoint/tmp_0x849eddde/ckpt-1.data-00000-of-00001 -------------------------------------------------------------------------------- /checkpoints/Saved_checkpoint/tmp_0x849eddde/ckpt-1.index: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/checkpoints/Saved_checkpoint/tmp_0x849eddde/ckpt-1.index -------------------------------------------------------------------------------- /checkpoints/Saved_checkpoint/tmp_0xb8cc6fc/checkpoint: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/checkpoints/Saved_checkpoint/tmp_0xb8cc6fc/checkpoint -------------------------------------------------------------------------------- /checkpoints/Saved_checkpoint/tmp_0xb8cc6fc/ckpt-1.data-00000-of-00001: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/checkpoints/Saved_checkpoint/tmp_0xb8cc6fc/ckpt-1.data-00000-of-00001 -------------------------------------------------------------------------------- /checkpoints/Saved_checkpoint/tmp_0xb8cc6fc/ckpt-1.index: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/checkpoints/Saved_checkpoint/tmp_0xb8cc6fc/ckpt-1.index -------------------------------------------------------------------------------- /checkpoints/Saved_checkpoint/tmp_0xeb8a7700/checkpoint: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/checkpoints/Saved_checkpoint/tmp_0xeb8a7700/checkpoint -------------------------------------------------------------------------------- /checkpoints/Saved_checkpoint/tmp_0xeb8a7700/ckpt-1.data-00000-of-00001: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/checkpoints/Saved_checkpoint/tmp_0xeb8a7700/ckpt-1.data-00000-of-00001 -------------------------------------------------------------------------------- /checkpoints/Saved_checkpoint/tmp_0xeb8a7700/ckpt-1.index: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/checkpoints/Saved_checkpoint/tmp_0xeb8a7700/ckpt-1.index -------------------------------------------------------------------------------- /configs/__pycache__/config.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/configs/__pycache__/config.cpython-36.pyc -------------------------------------------------------------------------------- /configs/__pycache__/config.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/configs/__pycache__/config.cpython-37.pyc -------------------------------------------------------------------------------- /configs/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/configs/config.py -------------------------------------------------------------------------------- /dataloader/__pycache__/dataloader.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/dataloader/__pycache__/dataloader.cpython-36.pyc -------------------------------------------------------------------------------- /dataloader/__pycache__/dataloader.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/dataloader/__pycache__/dataloader.cpython-37.pyc -------------------------------------------------------------------------------- /dataloader/dataloader.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/dataloader/dataloader.py -------------------------------------------------------------------------------- /evaluation/Accuracy_curve.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/evaluation/Accuracy_curve.png -------------------------------------------------------------------------------- /evaluation/results_snr_20.hdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/evaluation/results_snr_20.hdf -------------------------------------------------------------------------------- /figures/CNN-LSTM_model_architecture.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/figures/CNN-LSTM_model_architecture.png -------------------------------------------------------------------------------- /figures/Gaussian_glitch.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/figures/Gaussian_glitch.png -------------------------------------------------------------------------------- /figures/Overlap_vs_SNR.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/figures/Overlap_vs_SNR.png -------------------------------------------------------------------------------- /figures/Overlap_vs_chirpmass.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/figures/Overlap_vs_chirpmass.png -------------------------------------------------------------------------------- /figures/Real_events.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/figures/Real_events.png -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/main.py -------------------------------------------------------------------------------- /model/__pycache__/base_model.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/model/__pycache__/base_model.cpython-36.pyc -------------------------------------------------------------------------------- /model/__pycache__/base_model.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/model/__pycache__/base_model.cpython-37.pyc -------------------------------------------------------------------------------- /model/__pycache__/cnn_lstm.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/model/__pycache__/cnn_lstm.cpython-36.pyc -------------------------------------------------------------------------------- /model/__pycache__/cnn_lstm.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/model/__pycache__/cnn_lstm.cpython-37.pyc -------------------------------------------------------------------------------- /model/base_model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/model/base_model.py -------------------------------------------------------------------------------- /model/cnn_lstm.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/model/cnn_lstm.py -------------------------------------------------------------------------------- /model/trained_model.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/model/trained_model.h5 -------------------------------------------------------------------------------- /model_FractalTanimoto_FT_MSE.h5: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/model_FractalTanimoto_FT_MSE.h5 -------------------------------------------------------------------------------- /notebooks/.ipynb_checkpoints/GW_autoencoder_test-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/notebooks/.ipynb_checkpoints/GW_autoencoder_test-checkpoint.ipynb -------------------------------------------------------------------------------- /notebooks/GW_autoencoder_test.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/notebooks/GW_autoencoder_test.ipynb -------------------------------------------------------------------------------- /utils/__pycache__/config.cpython-36.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/utils/__pycache__/config.cpython-36.pyc -------------------------------------------------------------------------------- /utils/__pycache__/config.cpython-37.pyc: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/utils/__pycache__/config.cpython-37.pyc -------------------------------------------------------------------------------- /utils/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/chayanchatterjee/GW-Denoiser/HEAD/utils/config.py --------------------------------------------------------------------------------