the scikit-learn sidekick

Elevate ML Development with Built-in Recommended Practices

Where to start?

See our Quick start page!

Why skore?

ML development is an art — blending business sense, stats knowledge, and coding skills. Brought to you by Probabl, a company co-founded by scikit-learn core developers, skore helps data scientists focus on what matters: building impactful models with hindsight and clarity.

Skore is just at the beginning of its journey, but we’re shipping fast! Frequent updates and new features are on the way as we work toward our vision of becoming a comprehensive library for data scientists, supporting every phase of the machine learning lifecycle.

Key features

• Diagnose: Catch methodological errors before they impact your models with smart alerts that analyze both code execution and data patterns in real-time.

• Evaluate: Uncover actionable insights through automated reports surfacing relevant metrics. Explore faster with our intelligent caching system.

  • skore.EstimatorReport: get a report for your estimator

  • skore.CrossValidationReport: get a report for your cross-validation results