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Release v2.0.0

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@itskalvik itskalvik released this 30 Jun 22:23
· 74 commits to main since this release
v2.0.0
1399be8

Key Updates

  • Added new unified interface for all SP/IPP methods
    • Allows getting and running any method with sgptools.methods.get_method (e.g., ContinuousSGP, CMA)
    • Allows selecting the optimizer with a string (e.g., scipy.L-BFGS-B, tf.Adam)
    • Allows changing the backend objective function with a string (e.g., MI, SLogMI)
  • Added new Dataset class for cleaner data management
  • Improved code readability with type hints
  • Improved documentation
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