Releases: aws/sagemaker-scikit-learn-extension
Releases · aws/sagemaker-scikit-learn-extension
v2.5.0
Features
- Similarity encoding
Bug fixes and other changes
- Merge pull request #40 from GiannisMitr/tsfresh_extractor_speedups
- apply feature thresholds before extracting features & add cap in total generated features.
- remove RobustScaler from TSFreshExtractor.
- enable parallelism in TSFeature extraction, excluding "sagemaker_serve" executions
- Merge pull request #39 from zkarnin/sim_encode
- Fixing broken dependency in tsfresh
v2.4.0
v2.3.0
v2.2.1
v2.2.0
v2.1.0
v2.0.0
v1.2.0
v1.1.1
Bug fixes and other changes
- Merge pull request #18 from ipanepen/rle-bug
- test data reading when n_rows = 1 mod batch_size
- bug fix: makes fit_transform behavior consistent with fit and transform
- fix a minor bug in OneHotEncoder by by overloading the buggy method in ThresholdOneHotEncoder and fixing it
v1.1.0
Features
- dummy feature commit for RobustOrdinalEncoder & add badges to README
Bug fixes and other changes
- libprotobuf==3.11.4 is not backwards compatible, specify tox version for testing
- Merge pull request #11 from ipanepen/master
- fix for MemoryError in ThresholdOneHotEncoder
- Adding RobustOrdinalEncoder
- Specify mlio version 0.2.7