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sklearn-prod

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What

Sklearn-prod is written in Rust(PYO3) and provides a Python API. It focuses on model services, and does not provide model training methods. Instead, it reads the parameters of the trained model and generates a new model with smaller size, faster speed and supports multiple input formats.

It provides:

  • Support json inputs;
  • Model which keeps the minimum data required for predictions;
  • Highly optimized performance;

Requirements

  • Python: 3.8+
  • OS: Linux, MacOS and Windows