A centralized location for all machine-learning analytics produced by KX
This enlarges the KX ML-Toolkit and provides a package which can be integrated into KX Insights Platform and Microservices.
- data preprocessing
- machine-learning models
- model/function optimization
- model evaluation
Most of the functionality in the ML-Toolkit is available, including
- preprocessing functions
- clustering models
- timeseries models
The APIs for these have not changed.
The ML-Analytics library adds to the Toolkit
- implementations of online learning/out-of-core algorithms
- updated experimental function signatures for various models to improve ease of use of complex algorithms