v0.4.0

v0.4.0 July 2, 2020

• Enhancements
  • Target values can be sampled from each group (#138).
  • One of multiple targets can be selected (#147).
  • Labels can be binned using infinite edges represented as string (#133).
• Changes
  • The label times object was refactored to improve design and structure (#135).

Breaking Changes

• Loading label times from previous versions will result in an error.

v0.3.0

v0.3.0 June 1, 2020

• Enhancements
  • Label Search for Multiple Targets (#130)
• Changes
  • Column renamed from cutoff_time to time (#139)

v0.2.0

v0.2.0 April 23, 2020

• Changes
  • Dropped support for Python 3.5 (#128)
  • Rename LabelTimes.name to LabelTimes.label_name (#126)
  • Support keyword arguments in Pandas methods. (#121)
• Documentation Changes
  • Improved data download in Predict Next Purchase (#76)
• Testing Changes
  • Added tests that use Python 3.8 in CirlceCI (#128)

Breaking Changes

• LabelTimes.name has been renamed to LabelTimes.label_name

v0.1.8

v0.1.8 March 11, 2020

• Fixes
  • Support for Pandas 1.0

v0.1.7

v0.1.7 January 31, 2020

• Enhancements
  • Added higher-level mappings to offsets. (#87)
  • Track settings for sample transforms. (#82)
• Fixes
  • Pinned Pandas version. (#95)
• Testing Changes
  • Moved Featuretools to test requirements. (#89)

v0.1.6

v0.1.6 October 22, 2019

• Enhancements
  • Serialization for Label Times (#80)
• Fixes
  • Matplotlib Backend Fix (#84)
  • Sampling Label Times (#69)
• Documentation Changes
  • Added Data Slice Generator Guide (#77)
• Testing Changes
  • Integration Tests for Python Versions 3.6 and 3.7 (#74)

v0.1.5

v0.1.5 September 16, 2019

• Enhancements
  • Added Slice Generator (#48)
  • Added Seaborn Plots (#62)
  • Added Data Slice Context (#66)
  • Added Count per Group (#70)
• Documentation Changes
  • Updated README (#51)
  • Added Example: Predict Next Purchase (#57)
  • Added Example: Predict RUL (#63)

v0.1.4

v0.1.4 August 7, 2019

• Enhancements
  • Added Sample Transform (#39)
  • Improved Progress Bar (#42)
  • Improved Label Times description (#38)

v0.1.3

v0.1.3 July 9, 2019

• Enhancements
  • Improved documentation (#29)
  • Added testing for Featuretools compatibility (#28)
  • Improved description of Label Times (#27)
  • Refactored search in Label Maker (#26)
  • Improved testing for Label Transforms (#25)

v0.1.2

v0.1.2 June 19, 2019

• Enhancements
  • Add dynamic progress bar (#17)
  • Add label transform for binning labels (#18)
  • Improve code coverage (#21)
  • Update documentation (#19)