---
title: Introducing skore
description: skore is a Python open-source library designed to help data scientists during model development. While scikit-learn sets the stage for scientific and engineering excellence, skore helps you find your path through the maze of experimentation.
image: https://blog.probabl.ai/hubfs/skore%20light%20blue%20logo.png
---
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Wednesday, January 22 2025
# Introducing skore
 [Yann Lechelle](https://blog.probabl.ai/author/yann-lechelle)
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We are thrilled to introduce [skore](https://skore.probabl.ai), the [scikit-learn](https://scikit-learn.org) sidekick that makes recommended practices actionable.
🎥 Quick demo:
🛠️ What is skore?
skore is a Python open-source library designed to help data scientists during model development. While scikit-learn sets the stage for scientific and engineering excellence, skore helps you find your path through the maze of experimentation.
✨ 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.
🔍 Why skore?
Scikit-learn offers powerful machine learning tools, but achieving great results takes more than great tools. Skore closes this gap, providing the guidance you need to achieve excellence with scikit-learn.
⚡️ Try skore now and join our growing community!
We’re excited to shape the future of Data Science and pre-MLOps—and this is just the beginning! Be among the first to explore skore’s upcoming commercial features.👀
👉 GitHub: [https://github.com/probabl-ai/skore/](https://github.com/probabl-ai/skore/)
📘 Docs: [https://skore.probabl.ai](https://skore.probabl.ai/)
📢 Discord: [https://discord.probabl.ai](https://discord.probabl.ai/)
🔑 Sign up for beta access to our upcoming commercial offering: [https://hello.probabl.ai/beta](https://hello.probabl.ai/beta)
[open source](https://blog.probabl.ai/tag/open-source), [skore](https://blog.probabl.ai/tag/skore), [product](https://blog.probabl.ai/tag/product)
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