Machine Learning Toolkit integration
KX Delta Platform offers full integration with the KX Machine Learning Toolkit through a KX Delta Platform asset package. It offers the full functionality available detailed at code.kx.com.
Currently, all Linux flavors supported by the KX Delta Platform, including Ubuntu 18/20/22 and Red Hat 7/8/9, can integrate with Machine Learning Toolkit.
KxMl prerequisites
Please ensure that you have the embedPy KX Delta Platform Asset in the relevant packages directory on install. All embedPy dependenices will also need to be installed as well as the following python libraries which are outlined in requirements.txt
numpy
scipy
scikit-learn<=0.23.0
statsmodels
matplotlib
sobol-seq
pandas>=1.0
The only other requirement is the ability to update the $QHOME
with the necessary library as part of the KX Delta Platform installation.
KX Delta Platform KxMl asset installation
The KxMl Platform asset is installed in the same way as all KX Delta Platform, KX Delta Platform assets and Solution packages are installed. Place the package in the relevant package directory and run through the installation script. Further details on KX Delta Platform and package deployment can be retrieved via the Deployment guides
KxMqtt KX Analyst integration
KxMl is fully integrated with the KX Analyst component of the KX KX Delta Platform.
References
For more details on using Machine Learning Toolkit, see: