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v1.2.8
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@cgohil8 cgohil8 released this 11 Oct 07:51
· 108 commits to main since this release
v1.2.8
4f6dd0c

PyPi release: https://pypi.org/project/osl-dynamics/1.2.8/

Changes:

  • Major improvements to spectral estimation:
    • General refactor of code and improved documentation.
    • Added new function to calculate (HMM state/static) spectra with Welch's method.
    • Benchmarked welch/multitaper against scipy/MNE. Note, PSDs are now a factor of 2 larger than in previous versions.
    • Renamed static.power_spectra to static.welch_spectra for consistency with the analysis.spectral module.
  • Removed the glassbrain argument from connectivity.save and added a new function for saving interactive connectivity plots (connectivity.save_interactive).
  • Removed the asymmetric_data argument from power.save, the user should now pass vmin/vmax via plot_kwargs to the underlying nilearn plotting function.
  • Added argument to allow the user to specify the method for calculating power from spectra: power.variance_from_spectra(..., method="mean"), where method can be "mean" or "sum".
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