Description:

porphyry 0.0.1

Porphyry
The library for convenient exploratory data analysis, completing, tuning and deployment machine learning models in working environment using PI-system data storage. Applying of basic algorithms for gas wells current flow prediction based on indirect technological parameters.

flexible extraction of historical data;
receiving current values;
machine learning models prediction based on current or historical data;
automatic updating of machine learning models;
tracking of machine learning models metrics;
gas flow distribution along the wells;
sending notifications.

License

For personal and professional use. You cannot resell or redistribute these repositories in their original state.

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