Sagemaker-scikit-learn-extension

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

Features

* expansion control for TSFeatureExtractor

Bug fixes and other changes

* Merge pull request 38 from nikitaivkin/master

Features

* transformers for time series

Bug fixes and other changes

* Datetime fix

Features

* taei contrib library

Bug fixes and other changes

* broken tests and dependencies

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