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v1.2.4

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@cgohil8 cgohil8 released this 28 Jun 12:26
· 253 commits to main since this release

PyPi release: https://pypi.org/project/osl-dynamics/1.2.4/

Changes:

  • Renamed the command line interface: osld-pipeline -> osl-dynamics.
  • Added option to predict overlapping alphas, which can be used to avoid discontinuities between sequences.
  • Removed the data.osl.HMM_MAR (and OSL_HMM) class (which use to be used to load Matlab HMM runs - no longer needed).
  • Added a method to get the inferred logits (theta).
  • Handle failed initialisations (e.g. KL term errors) when using random_subset_initialization.
  • Fixed bug reinitialising models (when you call model.reset()). This bug only affects users with TensorFlow 2.10 or newer.
  • Added a method to calculate the Bayesian Information Criterion.
  • New functions to calculate and plot a wavelet transform.
  • Fixed bugs in examples: TINDA, SE-HMM.