TSInterpret
An Open-Source Library for the interpretability of time series classifiers
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Download Latest Version (.zip)- bug_report.md
- feature_request.md
- questions-and-help.md
- cla.yml
- mkdocs.yml
- python-publish.yml
- unit-tests.yml
- stale.yml
- BasicMotionsbest_model.hdf5
- BasicMotionsbest_model_2.hdf5best_model.hdf5
- BasicMotionsbest_model_2.hdf5last_model.hdf5
- BasicMotionsbest_model_2.hdf5model_init.hdf5
- BasicMotionslast_model.hdf5
- BasicMotionsmodel_init.hdf5
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- best_model_bm_fcn_wang_ep200.hdf5
- classification_report.csv
- LSTM
- LSTM_confusion_matrix.png
- LSTMclassification_report.csv
- OneHotEncoder.pkl
- OneHotEncoder_tf.pkl
- ResNet
- ResNet_confusion_matrix.png
- best_model.hdf5
- df_best_model.csv
- df_metrics.csv
- epochs_loss.png
- history.csv
- knn_Model.pkl
- last_model.hdf5
- model_init.hdf5
- DecisionTree.pkl
- TimeSeriesForest.pkl
- best_model_ecg200_fcn_wang_ep200.hdf5
- .fuse_hidden00001c4e00000004
- .fuse_hidden00001c4e0000000b
- .fuse_hidden00001c4e0000000e
- classification_report.csv
- OneHotEncoder.pkl
- ResNet
- ResNet_confusion_matrix.png
- best_model.hdf5
- df_best_model.csv
- df_metrics.csv
- epochs_loss.png
- history.csv
- last_model.hdf5
- model_init.hdf5
- .fuse_hidden0000160f00000002
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- .fuse_hidden0000160f0000000c
- .fuse_hidden0000160f0000000f
- classification_report.csv
- knn_Model.pkl
- OneHotEncoder.pkl
- OneHotEncoder_tf.pkl
- ResNet
- ResNet_confusion_matrix.png
- SVM.sav
- OneHotEncoder.pkl
- ResNet
- classification_report.csv
- GunPoint_SVM.sav
- LSTM
- LSTM_confusion_matrix.png
- LSTMclassification_report.csv
- model_init.hdf5
- OneHotEncoder.pkl
- ResNet
- ResNet_confusion_matrix.png
- SVM.sav
- NATOPSbest_model.hdf5
- NATOPSlast_model.hdf5
- NATOPSmodel_init.hdf5
- classification_report.csv
- LSTM
- LSTM_confusion_matrix.png
- LSTMclassification_report.csv
- OneHotEncoder.pkl
- OneHotEncoder_tf.pkl
- ResNet
- ResNet_confusion_matrix.png
- __init__.py
- CNN.py
- CNN_T.py
- DecisionTree.py
- LSTM.py
- LSTM_T.py
- ResNet.py
- utils.py
- Architecture_grob.png
- Ates.png
- ECG_Leftist.png
- ECG_Nun2.png
- ECG_NUN_1.png
- Epilepsy_Ates.png
- epilepsy_Ismail.png
- Explanation.png
- Ismail.png
- Ismail_Basic_Motion.png
- Leftist.png
- logo.png
- Nun_Cf.png
- Nun_CF2.png
- Post-Hoc.png
- ReadMe.png
- SETS.png
- Structure.png
- TSEVO.png
- TSEvo1.png
- CF.md
- COMTE.md
- Leftist.md
- NunCF.md
- Saliency.md
- SETS.md
- TSEvo.md
- TSR.md
- Ates.png
- Ates_sklearn.ipynb
- Ates_tensorflow.ipynb
- Ates_torch.ipynb
- Ates_torch_epi.ipynb
- COMTE.png
- Ismail_Ep.png
- LEFTIST.png
- Leftist_sklearn.ipynb
- LEFTIST_sun.png
- Leftist_tensorflow.ipynb
- Leftist_torch _ECG5000.ipynb
- Leftist_torch.ipynb
- NUN_CF.png
- Nun_Grad.png
- NunCF_tensorflow.ipynb
- NunCF_torch.ipynb
- NunCF_torch_ECG5000.ipynb
- Original.png
- SETS_CF.png
- Sets_tensorflow.ipynb
- Sets_torch_feat.ipynb
- Sets_torch_time.ipynb
- TSEvo.png
- TSEvo2.png
- TSEvo_tensorflow.ipynb
- TSEvo_torch.ipynb
- TSEvo_torch_LSTM.ipynb
- TSEvo_torch_Multivariate.ipynb
- TSR_tensorflow.ipynb
- TSR_tensorflow_univariate.ipynb
- TSR_torch epi.ipynb
- TSR_torch.ipynb
- TSR_torch_LSTM.ipynb
- TSR_Univariate.ipynb
- TSR_Univariate_ResNet.ipynb
- AlgorithmOverview.md
- GettingStarted.md
- index.md
- Interpretability.md
- library.bib
- Model_Interface.md
- ReadMe.md
- cla.json
- test_ates.py
- test_nativeguide.py
- test_tsevo.py
- test_leftist.py
- test_TSR.py
- __init__.py
- __init__.py
- Optimization.py
- Optimization_helpers.py
- Problem.py
- __init__.py
- ContractedST.py
- sets.py
- utils.py
- __init__.py
- Evo.py
- EvoUtils.py
- Problem.py
- __init__.py
- CF.py
- COMTECF.py
- NativeGuideCF.py
- SETSCF.py
- TSEvoCF.py
- __init__.py
- GradCam_1D.py
- __init__.py
- LIME_neighbors_generator.py
- neighbors_generator.py
- SHAP_neighbors_generator.py
- __init__.py
- learning_process.py
- LIME_learning_process.py
- SHAP_learning_process.py
- utils_learning_process.py
- __init__.py
- provided_segmentator.py
- segmentator.py
- uniform_segmentator.py
- __init__.py
- all_background_transform.py
- mean_transform.py
- rand_background_transform.py
- rand_transform.py
- straightline_transform.py
- __init__.py
- utils_timeseries.py
- __init__.py
- leftist.py
- neighbors.py
- Readme.md
- transform.py
- __init__.py
- Saliency_Base.py
- SaliencyMethods_PTY.py
- SaliencyMethods_TF.py
- TSR.py
- __init__.py
- FeatureAttribution.py
- InstanceBase.py
- InterpretabilityBase.py
- __init__.py
- base_model.py
- PyTorchModel.py
- SklearnModel.py
- TensorflowModel.py
- __init__.py
- __version__.py
- constants.py
- .flake8
- .gitignore
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- .zenodo.json
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- CONTRIBUTING.md
- library.bib
- LICENSE
- Makefile
- mkdocs.yml
- mypy.ini
- Pipfile
- Pipfile.lock
- README.md
- setup.py
// repository documentation
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