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0.2.2 - 2020-07-10

Internal Imrpovements

  • Added github actions.

Resolved Issues

  • Issue #27: Cache Splits pre-processed data on disk

0.2.1 - 2020-06-16

With this release we give the possibility to the user to specify more than one template when creating a GreenGuardPipeline. When the tune method of this is called, an instance of BTBSession is returned and it is in charge of selecting the templates and tuning their hyperparameters until achieving the best pipeline.

Internal Improvements

  • Resample by filename inside the CSVLoader to avoid oversampling of data that will not be used.
  • Select targets now allows them to be equal.
  • Fixed the csv filename format.
  • Upgraded to BTB.

Bug Fixes

  • Issue #33: Wrong default datetime format

Resolved Issues

  • Issue #35: Select targets is too strict
  • Issue #36: resample by filename inside csvloader
  • Issue #39: Upgrade BTB
  • Issue #41: Fix CSV filename format

0.2.0 - 2020-02-14

First stable release:

  • efficient data loading and preprocessing
  • initial collection of dfs and lstm based pipelines
  • optimized pipeline tuning
  • documentation and tutorials

0.1.0

  • First release on PyPI