/BIS_EEG

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BIS_EEG

This repo is used to share codes for the EEG processing of HMI-BIS project.

bis_lib.py: several basic functions

bis_lib_feature.py: functions for feature calculating

bis_lib_noise.py: functions for noise handling

bis_lib_ML.py: functions for machine learning supporting

data_process_changgung.ipynb: main file

cal_clean_feature.ipynb: calculate the features

compare_loc_roc.ipynb: a binary classification task

compare_move.ipynb: moving prediction task

drug_process.ipynb: a regression task

pain_sep.ipynb: distinguishing between sedation and analgesia