- 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
).
- Target values can be sampled from each group (
- Changes
- The label times object was refactored to improve design and structure (
135
).
- The label times object was refactored to improve design and structure (
- 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
)
- Label Search for Multiple Targets (
- Changes
- Column renamed from
cutoff_time
totime
(139
)
- Column renamed from
- 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
)
- Dropped Support for Python 3.5 (
- Documentation Changes
- Improved data download in Predict Next Purchase (
76
)
- Improved data download in Predict Next Purchase (
- Testing Changes
- Added tests that use Python 3.8 in CirlceCI (
128
)
- Added tests that use Python 3.8 in CirlceCI (
- Breaking Changes
LabelTimes.name
has been renamed toLabelTimes.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