Module of EEG about hyperscanning2-redesign HOT 9 OPEN

Clean class that needs to be imported to Pre-processing fe12b59

Add Class Clean EEG Exp2 Redesign

-Add funct of clean_eeg_pre_direct_experiment

• It works but it just requires documentation for that function. Mentions about the output, which are :

1. Preprocessed (cleaned) epoched EEG data
2. Inter-brain synchrony score which is a list. See the notes about the structure inside the function
3. List of indices of deleted epochs of EEG, that will be used for deleting eye tracker data later on
   Note : All of the results are in a form of files. No.1 in *.fif, no.2&3 are in *.pkl
   - Make default value of algorithm to count inter-brain synchrony

from hyperscanning2-redesign.

All the above issues have been added here in this repo 317eded.
Start working from here

Make more informative class of Clean_EEG_Exp2_Redesign

 - Add better documentation
 - Make better parameter
 - Add other methods which are similar to the method of clean_N_compute_sync_eeg_pre_direct_experiment that has been written

from hyperscanning2-redesign.

The above tasks have been completed here ab227f9. Use that repo.
We changed a bit the name of the class under file of EEG/analysis.py

from hyperscanning2-redesign.

ToDo :

• Make stats.py into a file that consists of permutation

from hyperscanning2-redesign.

39228ad stats.py is there

Add class that contains permutation

• Added funct of permut_sig_connection
• ToDo : Try to work on how to put decorator of heart rate and snoop properly
  • For now, if we put inside class when the class is initiate, it throws an error. We need to find a way

from hyperscanning2-redesign.

• Under EEG/stats.py

def count_sig_connections

def diff_n_connections_pre_post

from hyperscanning2-redesign.

The above stats.py is done
Go here c567d05

Add stats module for EEG data

It adds 2 new functions :

• count_sig_connections
• diff_n_connections_pre_post

from hyperscanning2-redesign.

Add function to run permutation to EEG/analysis.
Added code already.

• But still requires a way how to integrate @Snoop to monitor which line is executed
• Require documentation

It is in main branch. Not yet saved or push to remote git

from hyperscanning2-redesign.

Permutation function has been added here including with snoop that is put inside the function
See here ea730d3

from hyperscanning2-redesign.