EVA ICS
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Machine Learning kit Machine Learning kit for EVA ICS v4 is a client/server set of tools for data processing and statistical analysis.
- ML kit server is a component to convert SCADA long-format data into wide-format data, required for data engineering
- Data frames can be constructed in parallel which allows to build tables with billions of cells in a few seconds
- Open API, data formats supported: Apache Arrow (stream/file), CSV
- Client libraries for Python and R which provide data frames in all popular data-engineering formats (Pandas, Polars etc.)
- Ready-to-use classes for typical Industrial IoT machine learning tasks
- Prototyping and analysis in JupyterLab and R-Studio
- Developing EVA ICS artificial intelligence-powered services
- Free to try: on small projects/test plants the libraries can work without ML kit server via EVA ICS HMI API