├── .gitignore ├── Alex_Gilberto ├── README.md ├── __init__.py ├── batch_features.sh ├── batch_submissions.sh ├── config │ ├── config_ARError.yml │ ├── config_autocorrmat.yml │ ├── config_coherence_transposed.yml │ ├── config_relative_log_power.yml │ ├── config_stats.yml │ └── config_various.yml ├── cv_splits │ ├── splits_alex_subject1.npy │ ├── splits_alex_subject2.npy │ └── splits_alex_subject3.npy ├── generate_features.py ├── generate_submission.py ├── models.py ├── models │ ├── all_flat_datasets_XGB.yml │ ├── autocorrmat_TS_XGB.yml │ ├── coherence_transposed_TS_XGB.yml │ └── relative_log_power_XGB.yml ├── preproc.py └── transformer.py ├── Andriy ├── FE_main_AR.m ├── FE_main_CONN.m ├── FE_main_CSP_AR.m ├── FE_main_F.m ├── README.md ├── code │ ├── EEG_PSD_features.m │ ├── EEG_subbands.m │ ├── README.md │ ├── RMS_amplitude.m │ ├── SPC_extract_features.m │ ├── SPC_extract_featuresAR.m │ ├── ar.m │ ├── ar_prediction_error.m │ ├── center.m │ ├── compare_new.m │ ├── connectivity_features_ALL.m │ ├── csp.m │ ├── daub.m │ ├── enframe.m │ ├── entropy.m │ ├── extract_subbands.m │ ├── fact.m │ ├── histogram.m │ ├── hjorth.m │ ├── inf_theory.m │ ├── iwmf_and_bw_low.m │ ├── kurtosis.m │ ├── make_odd.m │ ├── mean_nan.m │ ├── minmax.m │ ├── nonlin.m │ ├── nonlinear_energy.m │ ├── normalise_te_mv.m │ ├── normalise_tr_mv.m │ ├── numcomb.m │ ├── raw_analysis.m │ ├── rh2rg.m │ ├── skewness.m │ ├── spatFilt.m │ ├── spectral_edge.m │ ├── spectral_entropy_g.m │ ├── sub_pos.m │ ├── sumskipnan.m │ ├── test_safe.csv │ ├── train_safe.csv │ ├── trigpol.m │ ├── wavelet_coeff.m │ ├── wt.m │ ├── wtcenter.m │ └── zero_crossing.m ├── data_preprocess.m ├── feat │ └── README.md ├── mod_glmnet_5_3.R ├── mod_svm_5_7.R ├── mod_xgb_7_5.R └── models │ ├── README.md │ ├── glm_models300_pat_1 │ ├── glm_models300_pat_2 │ ├── glm_models300_pat_3 │ ├── svm_model_pat_1 │ ├── svm_model_pat_2 │ ├── svm_model_pat_3 │ ├── xgb_models_pat_1 │ ├── xgb_models_pat_2 │ └── xgb_models_pat_3 ├── Feng ├── README.md ├── __init__.py ├── kaggle_SETTINGS.json ├── kaggle_SETTINGS_more.json ├── make_features.py ├── make_submissions.sh ├── models │ ├── GLM.py │ ├── KNN.py │ ├── KNNmorefeature.py │ ├── XGB.py │ ├── __init__.py │ └── config_name_creator.py ├── preprocessors │ ├── __init__.py │ ├── fft.py │ └── filtering.py └── utils │ ├── __init__.py │ └── config_name_creator.py ├── Licence.txt ├── README.md ├── csv_files ├── sample_submission.csv └── train_and_test_data_labels_safe.csv ├── data └── placeholder ├── documentation.pdf ├── make_blend.py └── submissions ├── Alex_Gilberto_all_flat_dataset_XGB.csv ├── Alex_Gilberto_autocorrmat_TS_XGB.csv ├── Alex_Gilberto_coherences_transposed_TS_XGB.csv ├── Alex_Gilberto_relative_log_power_XGB.csv ├── Andriy_submission5_7_SVM.csv ├── Andriy_submissionLR5_3_glmnet.csv ├── Andriy_submissionXGB7_5mean.csv ├── Feng_glmmorefeature.csv ├── Feng_knn.csv ├── Feng_knnmorefeature.csv ├── Feng_xgb.csv ├── Winning_submission.csv └── placeholder 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