IntelPython/scikit-learn_bench

A framework for reproducible, comparable benchmarks

Comparison tools

A suite to benchmark CPU/GPU Python performance in training ML models and running local LLMs

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Python AutoML toolkit for benchmarking classification, regression, and time-series forecasting models, with GPU acceleration, MLflow tracking, and automated preprocessing.

🤗 Evaluate: A library for easily evaluating machine learning models and datasets.

MLE-bench is a benchmark for measuring how well AI agents perform at machine learning engineering

Repository of machine learning benchmarks

Track your Data Science. Skore's open-source Python library accelerates ML model development with automated evaluation reports, smart methodological guidance, and comprehensive cross-validation analysis.