ChangelogΒΆ

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 June 1, 2020
  • Enhancements
    • Label Search for Multiple Targets (#130)
  • Changes
    • Column renamed from cutoff_time to time (#139)
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 March 11, 2020
  • Fixes
    • Support for Pandas 1.0
v0.1.7 January 31, 2020
  • Enhancements
    • Added higher-level mappings to offsets.
    • Track settings for sample transforms.
  • Fixes
    • Pinned Pandas version.
  • Testing Changes
    • Moved Featuretools to test requirements.
v0.1.6 October 22, 2019
  • Enhancements
    • Serialization for Label Times
  • Fixes
    • Matplotlib Backend Fix
    • Sampling Label Times
  • Documentation Changes
    • Added Data Slice Generator Guide
  • Testing Changes
    • Integration Tests for Python Versions 3.6 and 3.7
v0.1.5 September 16, 2019
  • Enhancements
    • Added Slice Generator
    • Added Seaborn Plots
    • Added Data Slice Context
    • Added Count per Group
  • Documentation Changes
    • Updated README
    • Added Example: Predict Next Purchase
    • Added Example: Predict RUL
v0.1.4 August 7, 2019
  • Enhancements
    • Added Sample Transform
    • Improved Progress Bar
    • Improved Label Times description
v0.1.3 July 9, 2019
  • Enhancements
    • Improved documentation
    • Added testing for Featuretools compatibility
    • Improved description of Label Times
    • Refactored search in Label Maker
    • Improved testing for Label Transforms
v0.1.2 June 19, 2019
  • Enhancements
    • Add dynamic progress bar
    • Add label transform for binning labels
    • Improve code coverage
    • Update documentation
v0.1.1 May 31, 2019
  • Initial Release