New platform support
New algorithms or improvements
- LightGBM #633 #735
- RLRMC #729
- Changed seed for GPU algos for reproducibility #785 #748
- Added benchmark #715
- Fixed bugs in SAR #697 #619
New utilities or improvements
- Python evaluation improvement by memoization #713
- Improved tests #706
- New algos for hyperparameter tuning with NNI #687
- Criteo dataloader #642
- Wrapper VW #592
- Added more data formats #605
- New metrics #580
New notebooks or improvements
- SAR remote execution through AzureML #728
- SAR remote execution of notebook through AzureML #681
- LightGBM with small criteo on CPU #633
- LightGBM o16n on Databricks with MMLSpark #735 #714 #682 #680
- Hyperparameter tuning with NNI on Surprise SVD #687
- Hyperparameter tuning with Hyperdrive #546
Other features
- Fixed bugs in utilities, tests and notebooks
- New unit, smoke and integration tests for the new algos