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v1.1.4
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@cgohil8 cgohil8 released this 20 Dec 14:09
· 649 commits to main since this release
v1.1.4
97736c6

PyPI release: https://pypi.org/project/osl-dynamics/1.1.4/.

This release has a fully validated HMM.

Changes:

  • Added the option to add an error to the diagonal of a matrix - can be specified in the config.
  • Switched to a fully python based HMM and significantly reduced the training time - also validated against the c-library implementation.
  • Added more features to the HMM: learning rate decay for the observation model; option to train on a subset of the full dataset in each epoch.
  • Parallelised post-hoc calculation of power/coherence spectra.
  • Added new initialisation methods to State-DyNeMo.
  • Fixed an important bug in preparing amplitude envelope data.
  • Added an option to specify a p-value to decide the threshold of a two-component GMM fit.
  • Combined the Data object into one big class, which simplified the docs.
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