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

Features

• expansion control for TSFeatureExtractor

Bug fixes and other changes

• Merge pull request #38 from nikitaivkin/master

v2.3.0

Features

• transformers for time series

v2.2.1

Bug fixes and other changes

• Datetime fix

v2.2.0

Features

• taei contrib library

Bug fixes and other changes

• broken tests and dependencies

v2.1.0

Features

• adds threshold and max_categories parameter to RobustOrdinalEncoder
• Add weight of evidence encoder

Bug fixes and other changes

• use named functions instead of lambdas in DateTimeDefintions because of pickle

v2.0.0

Breaking changes

• update sklearn dependency version to 0.23 and mlio version to 0.5

Features

• OrdinalEncoder can output np.nan instead of n for unseen values

Bug fixes and other changes

• minor performance optimizations and refactoring

v1.2.0

Features

• adds a get_classes method to RobustLabelEncoder

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