Metadata-Version: 2.1
Name: porphyry
Version: 0.0.1
Summary: Prediction of the current gas flow rate
Home-page: https://github.com/gubkinbot/porphyry
Author: Ivan Samorukov
Author-email: ivan@samorukov.uz
License: UNKNOWN
Project-URL: Bug Tracker, https://github.com/gubkinbot/porphyry/issues
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3.6
Description-Content-Type: text/markdown
License-File: LICENSE

# 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.

