To facilitate the training and operation of environmental machine learning models, the KISTE project contributed to the development of the Mantik AI platform. Mantik is a web-based platform for hosting and maintaining your Machine Learning (ML) projects and for running entire ML workflows from a graphical web interface. It allows experiment tracking with MLflow, and training and inference on high-performance computing (HPC) systems.

Mantik is organized in projects, and within each project you can easily access (workflow) code, data, experiments, runs, and (ML) models. Thus, Mantik supports you with model building, model tuning, and model evaluation – the key steps in environmental (and other) ML applications.