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@angela97lin angela97lin released this 30 Oct 21:05
v0.5.0
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Learn about vigilant mode.

v0.5.0 Oct. 29, 2019

Enhancements

  • Added basic one hot encoding #73
  • Use enums for model_type #110
  • Support for splitting regression datasets #112
  • Auto-infer multiclass classification #99
  • Added support for other units in max_time #125
  • Detect highly null columns guardrail #121
  • Added additional regression objectives #100

Fixes

  • Reordered describe_pipeline to make main objective first column #94
  • Added type check for model_type #109
  • Fixed s units when setting string max_time #132
  • Fix objectives not appearing in API documentation #150

Changes

  • Reorganized tests #93
  • Moved logging to its own module #119
  • Show progress bar history #111
  • Using cloudpickle instead of pickle to allow unloading of custom objectives #113
  • Removed render.py #154

Documentation Changes

  • Update release instructions #140
  • Include additional_objectives parameter #124
  • Added Changelog #136

Testing Changes

  • Code coverage #90
  • Added CircleCI tests for other Python versions #104
  • Added doc notebooks as tests #139
  • Test metadata for CircleCI and 2 core parallelism #137
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