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Tools for EEG, ECoG, iEEG, especially for sleep

Project description

Package to analysis EEG, ECoG and other electrophysiology formats. It allows for visualization of the results and for a GUI that can be used to score sleep stages.

Features

  • Can read files of format:

    • Axon (.abf, ABF2 only)

    • BCI2000 (.dat)

    • Blackrock (.nev, .ns2, .ns3, .ns5)

    • Brain Vision (.vhdr, .vmrk, .eeg / .dat)

    • EEGLAB (.set, .set / .fdt)

    • European Data Format (.edf)

    • EGI MFF (.mff)

    • Fieldtrip (.mat)

    • mne FIFF (.fiff)

    • Moberg (“EEG,Composite,SampleSeries,Composite,MRIAmp,data”)

    • openephys (.continuous, .openephys)

  • Interface for Sleep Scoring

  • Computes frequency analysis (spectrogram), time-frequency analysis (short-time spectrogram, Morlet wavelet)

  • Detection of spindles and slow waves

  • Pure Python

Installation

Install wonambi by running:

pip install wonambi

See Installation for details

If you want to scroll recordings and do some sleep scoring (requires PyQt5)

wonambi

Run it!

From the command line, simply type:

wonambi

To open a dataset directly, add the full path to the file you want to open:

wonambi /home/me/sleep_recordings.edf

Documentation

See Documentation

Change Log

See Change Log

Requirements

  • Python 3.6

  • numpy

  • scipy

Optional Requirements

  • PyQt5 (optional for sleep scoring GUI)

  • python-vlc (optional, to watch embedded movies)

  • vispy (optional to plot 3D brain surfaces and electrodes)

  • h5py (optional to read FieldTrip Matlab files)

  • mne (optional, to export to mne FIFF files)

  • nibabel (optional to read freesurfer)

  • tensorpac (optional to run phase-amplitude analysis)

  • fooof (optional to run parametrization of power spectra)

Status

https://travis-ci.org/wonambi-python/wonambi.svg?branch=master https://codecov.io/gh/wonambi-python/wonambi/branch/master/graph/badge.svg

License

The project is licensed under the GPLv3 license. Other licenses available upon request.

Project details


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This version

5.21

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