tushushu / sklearn-prod

Make your model faster and smaller!

sklearn-prod

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