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v0.1.0.post1

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@mastoffel mastoffel released this 02 Apr 16:15
· 229 commits to main since this release

Pre-release with basic functionality to automatically build emulators from simulation data, including:

  • 10 machine learning models commonly used in surrogate modeling, incl. neural nets
  • all models are scikit-learn compatible
  • cross-validation
  • hyperparameter optimisation (random and bayesian)
  • parallelisation
  • data pre-processing: scaling, dimensionality reduction
  • plotting