Benchmarks about Machine Learning

This project started with my first attempt to bring a modification to scikit-learn. My first pull request was about optimizing the computation of polynomial features. I reused the template to measure various implementations or models.

• Comparing implementations
• Comparing modules
• ONNX benchmarks
• Technical details, installation
• scikit-learn benchmarks
• Glossary

Others benchmarks with asv and onnx:

• Scikit-Learn/ONNX benchmark with AirSpeedVelocity (official)

• Prediction with scikit-learn and ONNX benchmark (or subset Prediction with scikit-learn and ONNX benchmark (SVM + Trees))

Smaller benchmarks:

• mlprodict model of benchmark

• mlprodict model applied to linear models

Links:

• github,

• Index