What was new in previous releases?¶

Version 0.2 (2021-09-07)¶

In this version, we return the relevant Connectivity class from each of the connectivity estimation functions. These internally use xarray to represent the connectivity data. One can easily get the v0.1 numpy array by doing conn.get_data(), which will get exactly the same output as one got in v0.1 running any of the connectivity functions.

Changelog¶

Adding Connectivity, TemporalConnectivity, SpectralConnectivity and SpectroTemporalConnectivity as a data structure to hold connectivity data, by Adam Li (#6)
Adding EpochConnectivity, EpochTemporalConnectivity, EpochSpectralConnectivity and EpochSpectroTemporalConnectivity as a data structure to hold connectivity data over Epochs, by Adam Li (#6)
indices argument in Connectivity classes can now be symmetric, allowing for memory-efficient storage of symmetric connectivity, by Adam Li (#20)
New function save in Connectivity classes along with read_connectivity() can now be used to write and read Connectivity data as netCDF files, by Adam Li (#20)
New function vector_auto_regression() to compute dynamic connectivity vector auto-regressive (VAR) model, by Adam Li (#23)

API¶

envelope_correlation(), spectral_connectivity(), and phase_slope_index() all return _Connectivity containers now, by Adam Li (#6)
Added xarray as a dependency where all connectivity containers are now underlying xarrays, by Adam Li (#6)
The combine argument in envelope_correlation() was removed, and now all Epoch Connectivity classes have a combine class function, by Adam Li (#20)

Authors¶

People who contributed to this release (in alphabetical order):

Version 0.1 (2021-06-25)¶

Changes when mne-connectivity was part of MNE-Python¶

In July, 2021, mne.connectivity submodule was ported over from the MNE-Python repo into this repository, mne-connectivity as v0.1. Starting v0.24 of MNE-Python, that sub-module will be deprecated and development will move over into this repository. Starting v0.25 of MNE-Python, mne.connectivity will completely be removed.

Authors¶

People who contributed to this release (in alphabetical order):

Adam Li