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0.3.12 - 2020-09-08
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@pvk-developer pvk-developer released this 08 Sep 10:25
v0.3.12
fe14ed7

In this release BTB includes two new tuners, based on Copulas : GCP and GCPEi. They use a GaussianCopulaProcessRegressor meta-model which uses sklearn.gaussian_process after applying copulas.univariate.Univariate transformations to the input data. The data is afterwards reverted when making a proposal for the hyperparameters .

Resolved Issues

  • Issue #15: Implement a GaussianCopulaProcessRegressor.
  • Issue #205: Separate datasets from MLChallenge.
  • Issue #208: Implement GaussianCopulaProcessMetaModel.

Benchmarking

Benchmarking Results

Detailed results from which this summary emerged are available here.

Assets 2
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