Mlprimitives

New Primitives

* Add primitive `sklearn.naive_bayes.GaussianNB` - [Issue 242](https://github.com/MLBazaar/MLPrimitives/issues/242) by sarahmish
* Add primitive `sklearn.linear_model.SGDClassifier` - [Issue 241](https://github.com/MLBazaar/MLPrimitives/issues/241) by sarahmish

Primitive Improvements

* Add offset to rolling_window_sequence primitive - [Issue 251](https://github.com/MLBazaar/MLPrimitives/issues/251) by skyeeiskowitz
* Rename the time_index column to time - [Issue 252](https://github.com/MLBazaar/MLPrimitives/issues/252) by pvk-developer
* Update featuretools dependency - [Issue 250](https://github.com/MLBazaar/MLPrimitives/issues/250) by pvk-developer

General Improvements

* Udpate dependencies and add python3.8 - [Issue 246](https://github.com/MLBazaar/MLPrimitives/issues/246) by csala
* Drop Python35 - [Issue 244](https://github.com/MLBazaar/MLPrimitives/issues/244) by csala

Primitive Improvements

* Accept timedelta `window_size` in `cutoff_window_sequences` - [Issue 239](https://github.com/MLBazaar/MLPrimitives/issues/239) by joanvaquer

Bug Fixes

* ImportError: Keras requires TensorFlow 2.2 or higher. Install TensorFlow via `pip install tensorflow` - [Issue 237](https://github.com/MLBazaar/MLPrimitives/issues/237) by joanvaquer

New Primitives

* Add `pandas.DataFrame.set_index` primitive - [Issue 222](https://github.com/MLBazaar/MLPrimitives/issues/222) by JDTheRipperPC

New Primitives

* Add RangeScaler and RangeUnscaler primitives - [Issue 232](https://github.com/MLBazaar/MLPrimitives/issues/232) by csala

Primitive Improvements

* Extract input_shape from X in keras.Sequential - [Issue 223](https://github.com/MLBazaar/MLPrimitives/issues/223) by csala

Bug Fixes

* mlprimitives.custom.text.TextCleaner fails if text is empty - [Issue 228](https://github.com/MLBazaar/MLPrimitives/issues/228) by csala
* Error when loading the reviews dataset - [Issue 230](https://github.com/MLBazaar/MLPrimitives/issues/230) by csala
* Curate dependencies: specify an explicit prompt-toolkit version range - [Issue 224](https://github.com/MLBazaar/MLPrimitives/issues/224) by csala

New Primitives

* Add primitive to make window_sequences based on cutoff times - [Issue 217](https://github.com/MLBazaar/MLPrimitives/issues/217) by csala
* Create a keras LSTM based TimeSeriesClassifier primitive - [Issue 218](https://github.com/MLBazaar/MLPrimitives/issues/218) by csala
* Add pandas DataFrame primitives - [Issue 214](https://github.com/MLBazaar/MLPrimitives/issues/214) by csala
* Add featuretools.EntitySet.normalize_entity primitive - [Issue 209](https://github.com/MLBazaar/MLPrimitives/issues/209) by csala

Primitive Improvements

* Make featuretools.EntitySet.entity_from_dataframe entityset arg optional - [Issue 208](https://github.com/MLBazaar/MLPrimitives/issues/208) by csala

* Add text regression dataset - [Issue 206](https://github.com/MLBazaar/MLPrimitives/issues/206) by csala

Bug Fixes

* pandas.DataFrame.resample crash when grouping by integer columns - [Issue 211](https://github.com/MLBazaar/MLPrimitives/issues/211) by csala

New Primitives

* Add primitives for GAN based time-series anomaly detection - [Issue 200](https://github.com/MLBazaar/MLPrimitives/issues/200) by AlexanderGeiger
* Add `numpy.reshape` and `numpy.ravel` primitives - [Issue 197](https://github.com/MLBazaar/MLPrimitives/issues/197) by AlexanderGeiger
* Add feature selection primitive based on Lasso - [Issue 194](https://github.com/MLBazaar/MLPrimitives/issues/194) by csala

Primitive Improvements

* `feature_extraction.CategoricalEncoder` support dtype category - [Issue 196](https://github.com/MLBazaar/MLPrimitives/issues/196) by csala

New Primitives

* Timeseries Intervals to Mask Primitive - [Issue 186](https://github.com/MLBazaar/MLPrimitives/issues/186) by AlexanderGeiger
* Add new primitive: Arima model - [Issue 168](https://github.com/MLBazaar/MLPrimitives/issues/168) by AlexanderGeiger

Primitive Improvements

* Curate PCA primitive hyperparameters - [Issue 190](https://github.com/MLBazaar/MLPrimitives/issues/190) by AlexanderGeiger
* Add option to drop rolling window sequences - [Issue 186](https://github.com/MLBazaar/MLPrimitives/issues/186) by AlexanderGeiger

Bug Fixes

* scikit-image==0.14.3 crashes when installed on Mac - [Issue 188](https://github.com/MLBazaar/MLPrimitives/issues/188) by csala