Skip to content

v0.44.0
Compare
Choose a tag to compare
@chukarsten chukarsten released this 04 Feb 19:30
· 621 commits to main since this release
v0.44.0
56678bb
This commit was created on GitHub.com and signed with GitHub’s verified signature. The key has expired.
GPG key ID: 4AEE18F83AFDEB23
Expired
Learn about vigilant mode.

v0.44.0 Feb. 4, 2022

Enhancements

  • Updated DefaultAlgorithm to also limit estimator usage for long-running multiclass problems #3099
  • Added make_pipeline_from_data_check_output() utility method #3277
  • Added more specific data check errors to DatetimeFormatDataCheck #3288

Fixes

  • Updated the binary classification pipeline's optimize_thresholds method to use Nelder-Mead #3280
  • Fixed bug where feature importance on time series pipelines only showed 0 for time index #3285

Changes

  • Removed DateTimeNaNDataCheck and NaturalLanguageNaNDataCheck in favor of NullDataCheck #3260
  • Drop support for Python 3.7 #3291
  • Updated minimum version of woodwork to v0.12.0 #3290

Documentation Changes

  • Update documentation and docstring for validate_holdout_datasets for time series problems #3278
  • Fixed mistake in documentation where wrong objective was used for calculating percent-better-than-baseline #3285

Testing Changes

Breaking Changes

  • Removed DateTimeNaNDataCheck and NaturalLanguageNaNDataCheck in favor of NullDataCheck #3260
  • Dropped support for Python 3.7 #3291
Assets 2
Loading