New Algorithms or improvements
Development of SAR algorithm on three implementations:
- SAR single node
- SAR PySpark
- SAR+
New utilities or improvements
- Dataset splitters in Python and PySpark.
- Rating and ranking metrics in Python and PySpark.
New Notebooks or improvements
- ALS quickstart with Movielens
- SAR single node quickstart with Movielens
- SAR PySpark quickstart with Movielens
- SAR+ quickstart with Movielens
- Data splitter
- ALS deep dive
- SAR deep dive
- Evaluation
Other features
- Benchmark of the current algorithms.
- Unit, smoke and integration tests for Python and PySpark environments.