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crepes 0.3.0

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@henrikbostrom henrikbostrom released this 11 May 13:09
· 101 commits to main since this release
7628e1e

Features

  • The class DifficultyEstimator was added to crepes.fillings, incorporating functionality provided by the previous functions sigma_knn, sigma_knn_oob, sigma_variance, and sigma_variance_oob, which now are superfluous and have been removed from crepes.fillings. See the documentation for the interface to objects of the class through the fit and apply methods.

  • An option to normalize difficulty estimates, by providing scaler=True to the fit method of DifficultyEstimator, has been included.

Fixes

  • The Jupyter notebook crepes_nb.ipynb has been updated to incorporate the above features

  • The documentation of the crepes package and the crepes.fillings module has been updated with links to source code, additional examples and notes.