├── .gitignore ├── .travis.yml ├── LICENSE ├── MANIFEST.in ├── Makefile ├── README.md ├── docs ├── .buildinfo ├── .nojekyll ├── _config.yml ├── _images │ ├── baseline_shift_ecg_signal.png │ ├── clean_ecg_signal.png │ ├── kurtosis.png │ ├── neg_pos_skew.png │ ├── noise_ecg_signal.png │ └── pqrst_wave.jpg ├── _modules │ ├── ecg_qc │ │ ├── ecg_qc.html │ │ └── sqi_computing │ │ │ ├── sqi_frequency_distribution.html │ │ │ ├── sqi_power_spectrum.html │ │ │ └── sqi_rr_intervals.html │ └── index.html ├── _sources │ ├── ecg_qc.rst.txt │ ├── index.rst.txt │ └── references.rst.txt ├── _static │ ├── basic.css │ ├── css │ │ ├── badge_only.css │ │ ├── fonts │ │ │ ├── Roboto-Slab-Bold.woff │ │ │ ├── Roboto-Slab-Bold.woff2 │ │ │ ├── Roboto-Slab-Regular.woff │ │ │ ├── Roboto-Slab-Regular.woff2 │ │ │ ├── fontawesome-webfont.eot │ │ │ ├── fontawesome-webfont.svg │ │ │ ├── fontawesome-webfont.ttf │ │ │ ├── fontawesome-webfont.woff │ │ │ ├── fontawesome-webfont.woff2 │ │ │ ├── lato-bold-italic.woff │ │ │ ├── lato-bold-italic.woff2 │ │ │ ├── lato-bold.woff │ │ │ ├── lato-bold.woff2 │ │ │ ├── lato-normal-italic.woff │ │ │ ├── lato-normal-italic.woff2 │ │ │ ├── lato-normal.woff │ │ │ └── lato-normal.woff2 │ │ └── theme.css │ ├── doctools.js │ ├── documentation_options.js │ ├── file.png │ ├── jquery-3.5.1.js │ ├── jquery.js │ ├── js │ │ ├── badge_only.js │ │ ├── html5shiv-printshiv.min.js │ │ ├── html5shiv.min.js │ │ └── theme.js │ ├── language_data.js │ ├── minus.png │ ├── plus.png │ ├── pygments.css │ ├── searchtools.js │ ├── underscore-1.13.1.js │ └── underscore.js ├── ecg_qc.html ├── genindex.html ├── index.html ├── objects.inv ├── py-modindex.html ├── references.html ├── search.html └── searchindex.js ├── ecg_qc-methodology ├── 0_physionet_ecg │ └── download_phyisonet_ecgs.sh ├── 1_ecg_and_annotation_creation │ ├── ecg_and_annotation_creation_batch.sh │ └── ecg_annoted_creation.py ├── 2_ml_dataset_creation │ ├── make_validation_dataset.sh │ ├── ml_dataset_creation.py │ ├── ml_dataset_creation_batch.sh │ ├── ml_dataset_creation_batch_norm.sh │ ├── ml_dataset_creation_batch_norm_2s.sh │ ├── ml_dataset_creation_batch_norm_3s.sh │ └── ml_dataset_creation_batch_norm_4s.sh ├── 3_ml_patients_consolidation │ ├── ml_patients_consolidation.ipynb │ ├── ml_patients_consolidation_norm.ipynb │ ├── ml_patients_consolidation_norm_2s.ipynb │ ├── ml_patients_consolidation_norm_3s.ipynb │ └── ml_patients_consolidation_norm_4s.ipynb ├── 4_machine_learning │ ├── ml_pipeline.ipynb │ ├── ml_pipeline_norm.ipynb │ ├── ml_pipeline_norm_2s.ipynb │ ├── ml_pipeline_norm_3s.ipynb │ └── ml_pipeline_norm_4s.ipynb └── README.md ├── ecg_qc ├── __init__.py ├── ecg_qc.py ├── sqi_computing │ ├── __init__.py │ ├── sqi_frequency_distribution.py │ ├── sqi_power_spectrum.py │ └── sqi_rr_intervals.py ├── trained_models │ ├── dtc_2s.pkl │ ├── rfc_2s.pkl │ ├── rfc_norm_2s.pkl │ └── xgb_9s.joblib └── utilities │ ├── __init__.py │ ├── model_loader.py │ └── type_checking.py ├── requirements.txt ├── requirements_dev.txt ├── setup.py ├── sphinx-docs ├── Makefile ├── _config.yml ├── index.html ├── make.bat └── source │ ├── conf.py │ ├── ecg_qc.rst │ ├── images │ ├── baseline_shift_ecg_signal.png │ ├── clean_ecg_signal.png │ ├── ecg_signal_classification.png │ ├── kurtosis.png │ ├── methodology_images │ │ ├── ecq_qc_methodology_process_map.png │ │ ├── rfc_correlation_matrix_norm.png │ │ ├── rfc_correlation_matrix_values.png │ │ ├── xgb_correlation_matrix_norm.png │ │ └── xgb_correlation_matrix_values.png │ ├── neg_pos_skew.png │ ├── noise_ecg_signal.png │ └── pqrst_wave.jpg │ ├── index.rst │ └── references.rst └── tests ├── __init__.py ├── test_ecg_qc.py ├── tests_datasets └── ecg_record_sample.csv ├── tests_sqi_computing ├── __init__.py ├── test_power_spectrum.py ├── test_sqi_frequency_distribution.py └── test_sqi_rr_intervals.py └── tests_utilities ├── __init__.py ├── test_model_loader.py └── test_type_checking.py /.gitignore: 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