lale.lib.autogen package

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Module contents

Lale autogen schemas

The JSON schemas of the operators defined in this module were automatically generated from the source code of 115 scikit-learn operators. The resulting schemas are all valid and usable to build Lale pipelines.

The following paper describes the schema extractor:

@InProceedings{baudart_et_al_2020,
  title = "Mining Documentation to Extract Hyperparameter Schemas",
  author = "Baudart, Guillaume and Kirchner, Peter and Hirzel, Martin and Kate, Kiran",
  booktitle = "ICML Workshop on Automated Machine Learning (AutoML@ICML)",
  year = 2020,
  url = "https://arxiv.org/abs/2006.16984" }