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RELEASE.md

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1.0.13

  • Add DatasetCalculationTask
  • Update examples using feature synthesis

1.0.12

  • Fix problem of feature graph filenames (in case of Windows)
  • Fix problem of long filenames in examples
  • Upgrade to featuretools 0.23.0

1.0.11

  • Fix random_seed issue on stratified_folds()

1.0.10

  • Documentation fixes
  • Example changes

1.0.9

  • Add DeepFeatureSynthesisTask
  • Add EmailNotifier
  • All tasks can retrieve also data as dataframes (instead only as URL/file path)
  • Add examples with DeepFeatureSynthesisTask
  • Upgrade dependencies

1.0.8

  • Fixed versions in PyPI, Read the Docs.
  • Update dependencies to latest

1.0.7

  • Sphinx documentation mechanism added!
  • PredictionTask now outputs also the model's probability (for positive class) for each sample.

Thanks for supporting contributions

Michalis Chaviaras

1.0.6

  • The PredictionTask now works for probabilistic models and a threshold is provided (default value is 0.5)
  • Metrics in EvaluationCrossValidationTask now are computed correctly
  • Examples are re-generated
  • The EvaluationCrossValidationTask now supports parameters threshold_selection_by and metric_greater_is_better for selecting the best threshold based either on a threshold or a metric

1.0.5

  • Support Python 3.8

1.0.4

  • PredictionTask class is added
  • Source code file path is now optional and can be given with set_source_code_file_path() in Experiment class
  • Accuracy metric is added in HyperParametersSearchCrossValidationTask class
  • Changes in examples

1.0.3

The initial release.