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PPL - Python Prototype Library

Project description

Prototype python library

This library is implemented for educational purposes

Library modules:

  • Calculations
  • Connectors
  • Forecasts
  • Optimizers
  • Utilities

Calculations
This module is designed to perform calculations with always deterministic results in accordance with the formulas

Connectors
This section contains connectors and data converters from various remote systems (1C, SAP, Cropio, etc.)

Forecasts
This module is designed to perform forecasts using data science technologies (linear models, gradient boosting, neural networks, time series, etc.)

Optimizers
This module is designed to solve mixed-integer programming problems

Utilities
This section introduces helper classes and functions

To update the library you need:

  1. Refactor code
  2. Update requirements if it needs
  3. Update the library version number
  4. In the terminal, run the following commands sequentially:
  • python setup.py sdist bdist_wheel
  • twine upload --repository pypi dist/*

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