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v1.2.0
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@cgohil8 cgohil8 released this 20 Mar 14:37
· 440 commits to main since this release
v1.2.0
6e540fc

PyPi release: https://pypi.org/project/osl-dynamics/1.2.0/

Changes:

  • Rewrote the implementation of learnable tensors:
    • This means models trained with previous versions of osl-dynamics are incompatible.
  • Data:
    • Fixed ordering bug when loading prepared data.
    • Can now load MNE Raw/Epochs fif files.
  • SE-DyNeMo: developed a directional version.
  • HMM:
    • Modified the implementation of hmm.Model.random_state_time_course_initialization.
    • Added new methods to calculate the variational free energy and exact model evidence.
  • Interface: new simplified config based user interface for the HMM/DyNeMo.
  • Logging:
    • Replaced print statements with a logger.
    • Removed ncols=98 from tqdm progress bars.
  • Post-hoc analysis:
    • Updated the functions used to threshold alphas.
  • Added the Glasser and AAL parcellation.
  • Updated dependencies: now includes mne and seaborn.
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