In [30]:

    

# Notebook settings (i.e. this thing settings) 
%matplotlib inline
#%matplotlib notebook 
#Change to %matplotlib notebook to be able to zoom, pan, etc the figures,
#inline is only used so the notebook can be exported to .rst format and hosted on readthedocs
%load_ext autoreload
%autoreload 2


    

    




The autoreload extension is already loaded. To reload it, use:
  %reload_ext autoreload

In [31]:

    

# Documentation at: http://pyseries.readthedocs.io/en/latest/

# To use last version of pyseries enter in the terminal (pip installation: https://pip.pypa.io/en/stable/installing/)
# >>> pip install pyseries 

# To use use pyseries locally from downloaded github repo (when you want to make changes to source code),
# 1) pip uninstall pyseries 
# 2) checkout https://github.com/ryscet/pyseries.git (tutorial: https://help.github.com/articles/fetching-a-remote/)
# 3) uncomment below and put a correct path 

#import sys
#sys.path.insert(0, '/Users/user/Desktop/repo_for_pyseries/pyseries/')


    

In [32]:

    

import pyseries.LoadingData as loading
import pyseries.Preprocessing as prep
import pyseries.Analysis as analysis


    

In [33]:

    

channels = loading.Read_edf.Combine_EDF_XML('/Users/user/Desktop/Nagrania/ssvep_20hz/Agnieszka_03_06/',True)

n_samples_back = {"iti_screen": 0, "ssvep_ended": 500 * 10}
n_samples_forth = {"iti_screen":  500* 10, "ssvep_ended": 0}

slices = prep.Epochs.Make_Epochs_for_Channels(channels, ['EEG O1', 'EEG O2',  'EEG P3', 'EEG C4', 'EEG P4'],n_samples_back, n_samples_forth)


    

    




Channels:
EEG F3
EEG F4
EEG C3
EEG C4
EEG P3
EEG P4
EEG O1
EEG O2
EEG A2
EEG Cz

In [34]:

    

prep.Epochs.mark_events(channels, ['EEG O1', 'EEG P4', 'EEG C4'])


    

In [35]:

    

f, pxx = analysis.Explore.PlotPowerSpectrum(slices['EEG C4'])


    

In [36]:

    

f, pxx = analysis.Explore.PlotPowerSpectrum(slices['EEG O2'])


    

In [37]:

    

analysis.Explore.PlotErp(slices['EEG O2'], 0)


    

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