neuropipeline 0.1.3

A short description of your package

neuropipeline

neuropipeline is a Python package designed for comprehensive analysis of neurophysiological data, specifically Electroencephalography (EEG) and functional Near-Infrared Spectroscopy (fNIRS). It provides tools for preprocessing, analysis, and visualization of both EEG and fNIRS data, streamlining your neuroimaging workflow.

Features

• Unified Interface: A consistent API for both EEG and fNIRS data processing.
• Preprocessing:
  • Artifact removal (e.g., ICA, filtering).
  • Data cleaning and interpolation.
  • Channel/probe management.
• Analysis:
  • Frequency domain analysis (e.g., power spectral density).
  • Time domain analysis (e.g., event-related potentials/responses).
  • Statistical analysis.
  • fNIRS specific analysis (HbO, HbR, and HbT calculations)
• Visualization:
  • Interactive plots for EEG and fNIRS data.
  • Topographic maps.
  • Time-series plots.
  • fNIRS channel location visualization.
• Extensible Design: Easily add custom processing and analysis modules.
• Well-Documented: Comprehensive documentation with examples and tutorials.

Installation

pip install neuropipeline