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Welcome to the bci-essentials-python wiki! This library contains python modules and scripts for the processing of EEG-based BCI. These modules are specifically designed to be equivalent whether run offline or online.

Getting started

BCI Essentials requires Python 3.9 or later. To install for Windows, MacOS or Linux:

pip install bci-essentials

More detailed instructions on installing BCI-Essentials-Python (such as setting up a virtual environment in conda) can be found here.

Tutorials

• Tutorial 1 - Show me the Data!: This tutorial covers how to extract EEG from an XDF file for data which was collected using BCI Essentials Python. It also goes through the steps of filtering and plotting your raw EEG.
• Tutorial 2 - SSVEP offline processing: This tutorial covers how to do offline pre-processing, visualization and classification of SSVEP data.
• Tutorial X - P300: In progress
• Tutorial X - MI: In progress

API reference

API documentation