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pyseries

pyseries is a python package for EEG signal analysis. It provides API for data i/o, analysis and visualization. GUI is on the way, look at the minimal branch of the project.

Documentation

  • The documentation is hosted on http://pyseries.readthedocs.io/en/master/

  • Note you can change between documentation for different branches (master & minimal) using the button in lower right corner on read the docs:

Functions overview

  • Exploaratory analysis: You can load edf data, annotate signal with markers and compare the power spectra in different conditions with a few lines of code.

  • Outliers filtering: use PCA, clustering and silhouette analysis to find outliers in epoched data.

  • Stats: there is an ANOVA function because there was nothing to our satisfaction on scipy or statsmodels.