Enhancements - 145 Add EDA for input data set 125 - 135 Add ability to pause and restore the training - 19 Add tests for ensemble save and load
Refactor - 149 Add Time Controller - 80 add tests for one column input
Bug fixes - 144 AutoMlException - 142 Error when training NN on BNP Paribas kaggle dataset
0.6.0
- Add golden features transformer (126) - Add feature selection (133) - Add one-hot encoding (76) - Fixes in Neural Networks (131, 129) - Add max_depth in Extra Trees and Random Forest (106) - Add support for date/time features (122)
0.5.5
- Speed-up CatBoost by removing very small learning rates - Set larger tolerance in Logistic Regression, from `1e-4` to `5e-4`
0.5.4
- 129 fix NN bug - 128 add support for text features - 122 add support for date/time features - 106 tune `max_depth` in Random Fores and Extra Trees