User Guide

Installation

• with mamba
• with conda

Epochs data

Format

• spudtr epochs dataframe format

File Input/Output: pandas IOtools

• Read and write epochs as HDF5, feather, or csv

Visualization

• Start with spudtr epochs
• pandas.DataFrame.groupby().plot()
• matplotlib.pyplot
• Preview epochs rows and columns
• Select rows to display with pandas index and query
• Unhide rows and columns

EEG data processing

• Read single-trial EEG epochs
• Common A1 to average mastoid reference
• New common reference
• Common average reference
• Center EEG data in an interval (baseline)
• Exclude previously tagged artifacts
• Filter EEG epochs:
• Filter EEG epochs, trim distorted edges

Time-domain filters

• Design a lowpass filter
• Design a bandpass filter

Gallery

• Time domain averages (wide)
• Time-domain averages (long)
• Time interval measurments