MANIFEST.in
README.md
setup.py
eslearn/__init__.py
eslearn/app.py
eslearn/base.py
eslearn/model_evaluator.py
eslearn/run.py
eslearn.egg-info/PKG-INFO
eslearn.egg-info/SOURCES.txt
eslearn.egg-info/dependency_links.txt
eslearn.egg-info/requires.txt
eslearn.egg-info/top_level.txt
eslearn/GUI/__init__.py
eslearn/GUI/easylearn_data_loading_gui.py
eslearn/GUI/easylearn_data_loading_run.py
eslearn/GUI/easylearn_feature_engineering.py
eslearn/GUI/easylearn_feature_engineering_gui.py
eslearn/GUI/easylearn_feature_engineering_run.py
eslearn/GUI/easylearn_machine_learning_gui.py
eslearn/GUI/easylearn_machine_learning_run.py
eslearn/GUI/easylearn_main_gui.py
eslearn/GUI/easylearn_main_run.py
eslearn/GUI/easylearn_model_evaluation_gui.py
eslearn/GUI/easylearn_model_evaluation_run.py
eslearn/GUI/lc_ui2py_for_data_loading.py
eslearn/GUI/lc_ui2py_for_feature_engineering.py
eslearn/GUI/lc_ui2py_for_machine_learning.py
eslearn/GUI/lc_ui2py_for_main.py
eslearn/GUI/lc_ui2py_for_model_evaluation.py
eslearn/IO/__init__.py
eslearn/IO/_freesufer.py
eslearn/IO/el_niiProcessor.py
eslearn/IO/freesufer.py
eslearn/IO/write2nii.py
eslearn/R/__init__.py
eslearn/R/el_decision_curve.py
eslearn/R/el_nomogram.py
eslearn/R/linear_regression_process.py
eslearn/R/setup.py
eslearn/examples/__init__.py
eslearn/examples/demo_pca_relieff_svc.py
eslearn/examples/demo_pca_rfecv_svc.py
eslearn/img/GUI_data_loading.png
eslearn/img/GUI_main.png
eslearn/img/classification_performances.png
eslearn/img/clf.png
eslearn/img/dimreduction.png
eslearn/img/easylearn-flow-chart.jpg
eslearn/img/easylearn.png
eslearn/img/feature_selection.png
eslearn/img/machine_learning.png
eslearn/img/perf.png
eslearn/img/preprocessing.png
eslearn/img/reg.png
eslearn/img/unbalance_treatment.png
eslearn/img/wei.jpg
eslearn/logo/__init__.py
eslearn/logo/close.png
eslearn/logo/logo-dms.png
eslearn/logo/logo-lower.jpg
eslearn/logo/logo-upper.ico
eslearn/logo/logo-upper.jpg
eslearn/logo/logo_v1.png
eslearn/logo/run.png
eslearn/machine_learning/__init__.py
eslearn/machine_learning/base.py
eslearn/machine_learning/load_outputs.py
eslearn/machine_learning/predict.py
eslearn/machine_learning/webread.py
eslearn/machine_learning/classification/__init__.py
eslearn/machine_learning/classification/_base_classification.py
eslearn/machine_learning/classification/classification.py
eslearn/machine_learning/classification/hyperopt_test.py
eslearn/machine_learning/classification/lc_pipeline_test.py
eslearn/machine_learning/classification/lc_pipeline_test_mat.py
eslearn/machine_learning/classification/lc_process_permutation.py
eslearn/machine_learning/classification/lc_rfe_svc_given_trainingdata_testingdata.py
eslearn/machine_learning/classification/lc_rfe_svc_given_trainingdata_testingdata_permutation.py
eslearn/machine_learning/classification/pca_relieff_svc_cv.py
eslearn/machine_learning/classification/pca_rfe_svc_cv.py
eslearn/machine_learning/classification/pickle_load_test.py
eslearn/machine_learning/classification/tests/__init__.py
eslearn/machine_learning/classification/tests/pickle_load_test.py
eslearn/machine_learning/classification/tests/test_classification.py
eslearn/machine_learning/clustering/__init__.py
eslearn/machine_learning/clustering/_base_clustering.py
eslearn/machine_learning/clustering/cluster1.py
eslearn/machine_learning/clustering/cluster2.py
eslearn/machine_learning/clustering/clustering.py
eslearn/machine_learning/datasets/__init__.py
eslearn/machine_learning/datasets/h5py_test.py
eslearn/machine_learning/neural_network/__init__.py
eslearn/machine_learning/neural_network/autoencoder.py
eslearn/machine_learning/neural_network/gca_classfication.py
eslearn/machine_learning/neural_network/lc_cnn_fc_pytorch.py
eslearn/machine_learning/regression/__init__.py
eslearn/machine_learning/regression/_base_regression.py
eslearn/machine_learning/regression/el_regression.py
eslearn/machine_learning/regression/lc_cca.py
eslearn/machine_learning/regression/lc_permutation_enet.py
eslearn/machine_learning/regression/lc_sCCA.py
eslearn/machine_learning/regression/regression.py
eslearn/machine_learning/regression/tests/__init__.py
eslearn/machine_learning/regression/tests/pickle_load_test.py
eslearn/machine_learning/regression/tests/test_regression.py
eslearn/machine_learning/tests/__init__.py
eslearn/machine_learning/tests/test_dataLoading.py
eslearn/machine_learning/tests/test_predict.py
eslearn/preprocessing/__init__.py
eslearn/preprocessing/preprocessing.py
eslearn/statistical_analysis/__init__.py
eslearn/statistical_analysis/bootstrap.py
eslearn/statistical_analysis/delong_test.py
eslearn/statistical_analysis/el_binomialtest.py
eslearn/statistical_analysis/el_binomialtest_v0.py
eslearn/statistical_analysis/el_hosmer_lemeshow_test.py
eslearn/statistical_analysis/kappa.py
eslearn/statistical_analysis/kappa_bootstrap.py
eslearn/statistical_analysis/lc_anova.py
eslearn/statistical_analysis/lc_anova_test.py
eslearn/statistical_analysis/lc_calc_cohen_d_effective_size.py
eslearn/statistical_analysis/lc_chisqure.py
eslearn/statistical_analysis/lc_ttest2.py
eslearn/stylesheets/__init__.py
eslearn/stylesheets/PyQt5_stylesheets/__init__.py
eslearn/stylesheets/PyQt5_stylesheets/compile_qrc.py
eslearn/stylesheets/PyQt5_stylesheets/pyqt5_loader.py
eslearn/stylesheets/PyQt5_stylesheets/pyqt5_style_Classic_rc.py
eslearn/stylesheets/PyQt5_stylesheets/pyqt5_style_DarkOrange_rc.py
eslearn/stylesheets/PyQt5_stylesheets/pyqt5_style_Dark_rc.py
eslearn/stylesheets/PyQt5_stylesheets/pyqt5_style_black_rc.py
eslearn/stylesheets/PyQt5_stylesheets/pyqt5_style_blue_rc.py
eslearn/stylesheets/PyQt5_stylesheets/pyqt5_style_gray_rc.py
eslearn/stylesheets/PyQt5_stylesheets/pyqt5_style_navy_rc.py
eslearn/stylesheets/PyQt5_stylesheets/style_Classic.qrc
eslearn/stylesheets/PyQt5_stylesheets/style_Classic.qss
eslearn/stylesheets/PyQt5_stylesheets/style_Dark.qrc
eslearn/stylesheets/PyQt5_stylesheets/style_Dark.qss
eslearn/stylesheets/PyQt5_stylesheets/style_DarkOrange.qrc
eslearn/stylesheets/PyQt5_stylesheets/style_DarkOrange.qss
eslearn/stylesheets/PyQt5_stylesheets/style_black.css
eslearn/stylesheets/PyQt5_stylesheets/style_black.qrc
eslearn/stylesheets/PyQt5_stylesheets/style_blue.css
eslearn/stylesheets/PyQt5_stylesheets/style_blue.qrc
eslearn/stylesheets/PyQt5_stylesheets/style_gray.css
eslearn/stylesheets/PyQt5_stylesheets/style_gray.qrc
eslearn/stylesheets/PyQt5_stylesheets/style_navy.css
eslearn/stylesheets/PyQt5_stylesheets/style_navy.qrc
eslearn/trouble_shooting/__init__.py
eslearn/utils/SelectRawData_Run.py
eslearn/utils/SelectRawData_Window.py
eslearn/utils/__init__.py
eslearn/utils/checkFeatureNumber.py
eslearn/utils/el_call_powershell.py
eslearn/utils/el_combine_csv2excel.py
eslearn/utils/el_create_random_balanced_sequence.py
eslearn/utils/el_rename_by_replace.py
eslearn/utils/extract_roi160info.py
eslearn/utils/fetch_kfoldidx.py
eslearn/utils/lc_add_dcminfo_to_foldername_radiomics.py
eslearn/utils/lc_addsubjID.py
eslearn/utils/lc_arg_test.py
eslearn/utils/lc_autopep8.py
eslearn/utils/lc_basicInfoStat.py
eslearn/utils/lc_cacl_MAD.py
eslearn/utils/lc_cal_headmotion.py
eslearn/utils/lc_copyFiles.py
eslearn/utils/lc_copy_selected_file_V6.py
eslearn/utils/lc_delect_sensitive_info.py
eslearn/utils/lc_docker.py
eslearn/utils/lc_download_fcp1000.py
eslearn/utils/lc_evaluation_model_performances.py
eslearn/utils/lc_extract_head_motion_paremeters.py
eslearn/utils/lc_featureSelection_variance.py
eslearn/utils/lc_fetch_cov_according_folder.py
eslearn/utils/lc_financial.py
eslearn/utils/lc_group_all_dcm_accordingto_series_radiomics.py
eslearn/utils/lc_indentify_repeat_subjects.py
eslearn/utils/lc_match_maskVSorigin.py
eslearn/utils/lc_meanFD_compare.py
eslearn/utils/lc_move_all_subj_roi_to_root_roi_folder_radiomics.py
eslearn/utils/lc_niiProcessor.py
eslearn/utils/lc_pydicom.py
eslearn/utils/lc_read_dicominfo_base.py
eslearn/utils/lc_read_dicominfo_grouplevel.py
eslearn/utils/lc_read_dicominfo_subjlevel.py
eslearn/utils/lc_read_h5py_value.py
eslearn/utils/lc_read_write_mat.py
eslearn/utils/lc_resample_base.py
eslearn/utils/lc_resample_v1.py
eslearn/utils/lc_rfe_svc_deterministic_train_and_test_dataset.py
eslearn/utils/lc_scaler.py
eslearn/utils/lc_scatter.py
eslearn/utils/lc_screening_subject_folder_V2.py
eslearn/utils/lc_screening_subject_folder_V3.py
eslearn/utils/lc_selectFile.py
eslearn/utils/lc_selectFile_.py
eslearn/utils/lc_selectFile_permSVC.py
eslearn/utils/lc_select_subject_ID_test_vesion.py
eslearn/utils/lc_splitX_accord_sorted_y.py
eslearn/utils/lc_split_roi_radiomics.py
eslearn/utils/lc_statForPermutationTest.py
eslearn/utils/lc_write_read_h5py.py
eslearn/utils/load_outputs.py
eslearn/utils/matlab_engine.py
eslearn/utils/multiprocessing_test.py
eslearn/utils/permutation_importance.py
eslearn/utils/plot_compare_cross_decomposition.py
eslearn/utils/selectSubjID_inScale.py
eslearn/utils/sklearn_anova_svm_pipeline.py
eslearn/utils/timer.py
eslearn/utils/tricks.py
eslearn/visualization/__init__.py
eslearn/visualization/calibration_curve.py
eslearn/visualization/classification_clf_comp_test.py
eslearn/visualization/dALFF_cirBar.py
eslearn/visualization/el_plot_decison_curve.py
eslearn/visualization/el_violine.py
eslearn/visualization/hot_map.py
eslearn/visualization/lc_ancova.py
eslearn/visualization/lc_bar_plot_for_fc.py
eslearn/visualization/lc_barplot.py
eslearn/visualization/lc_boxplot.py
eslearn/visualization/lc_circleBarPlot.py
eslearn/visualization/lc_circleBarPlot2.py
eslearn/visualization/lc_clusterhotmap.py
eslearn/visualization/lc_clusterhotmap_v2.py
eslearn/visualization/lc_hotMap.py
eslearn/visualization/lc_polarplot.py
eslearn/visualization/lc_pyecharts_pir.py
eslearn/visualization/lc_radarplot.py
eslearn/visualization/lc_radarplot_pychar.py
eslearn/visualization/lc_scatterplot.py
eslearn/visualization/lc_test_circle.py
eslearn/visualization/lc_violinplot.py
eslearn/visualization/lc_violinplot_yg.py
eslearn/visualization/plot_brainmap_nilearn_.py
eslearn/visualization/tmp.py
eslearn/visualization/tests/__init__.py
eslearn/visualization/tests/test_el_violine.py