├── LICENSE ├── README.md ├── alternate_clustering.py ├── archives └── UCRArchive_2018 │ └── CBF │ ├── dtw_matrix_test.npy │ ├── dtw_matrix_train.npy │ ├── x_test.npy │ ├── x_train.npy │ ├── y_test.npy │ └── y_train.npy ├── clustering_stats.py ├── default_hyperparameters.json ├── extract_stats.py ├── load_graph.py ├── losses ├── __init__.py └── losses.py ├── merge_trainers.py ├── networks ├── ClusterGAN.py ├── DEPICT.py ├── DTCR.py ├── IDEC.py ├── SDCN.py ├── VADE.py ├── __init__.py ├── __pycache__ │ ├── ClusterGAN.cpython-39.pyc │ ├── DEPICT.cpython-39.pyc │ ├── DTCR.cpython-39.pyc │ ├── IDEC.cpython-39.pyc │ ├── SDCN.cpython-39.pyc │ ├── VADE.cpython-39.pyc │ ├── __init__.cpython-39.pyc │ ├── attention_rnn.cpython-39.pyc │ ├── bi_dilated_RNN.cpython-39.pyc │ ├── bi_dilated_RNN_variable_length.cpython-39.pyc │ ├── bilstm_ae.cpython-39.pyc │ ├── birnn_ae.cpython-39.pyc │ ├── dilated_causal_cnn.cpython-39.pyc │ ├── encoders.cpython-39.pyc │ ├── fcnn_ae.cpython-39.pyc │ ├── mlp_ae.cpython-39.pyc │ ├── resnet.cpython-39.pyc │ └── trainer.cpython-39.pyc ├── attention_rnn.py ├── bi_dilated_RNN.py ├── bi_dilated_RNN_variable_length.py ├── bilstm_ae.py ├── birnn_ae.py ├── dilated_causal_cnn.py ├── encoders.py ├── fcnn_ae.py ├── mlp_ae.py ├── resnet.py └── trainer.py ├── paper_results ├── Multivariate_Archive_all_results_NMI.csv ├── Multivariate_Archive_all_results_with_UMAP_NMI.csv ├── Multivariate_Archive_detailed_results.csv ├── Univariate_Archive_all_results_NMI.csv ├── Univariate_Archive_all_results_with_UMAP_NMI.csv ├── Univariate_Archive_detailed_results.csv └── igarss2022_results.csv ├── requirements.txt ├── supervised_training.py ├── ucr_baseline.py ├── ucr_baseline_umap.py ├── ucr_experiments.py └── utils.py /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/blafabregue/TimeSeriesDeepClustering/HEAD/LICENSE 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