{"repo":"probabl-ai/skore","free":true,"listed":false,"github":"https://github.com/probabl-ai/skore","clone":"git clone https://github.com/probabl-ai/skore.git","description":"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.","language":"Python","stars":659,"topics":["data-science","machine-learning","data-analysis","python","scikit-learn","data-visualization","workflow"],"license":"MIT","category":"machine-learning","readme_excerpt":"Track Your Data Science Elevate ML Development with Built-in Recommended Practices \\ Documentation — Community — YouTube — Skore Hub 🎯 Why Skore? When it comes to data science, you have excellent tools at your disposal: pandas and polars for data exploration, skrub for stateful transformations, and scikit-learn for model training and evaluation. These libraries are designed to be generic and accommodate a wide range of use cases. But here's the challenge : Your experience is key to choosing the right building blocks and methodologies. You often spend significant time navigating documentation, writing boilerplate code for common evaluations, and struggling to maintain clear project structure. Skore is the conductor that transforms your data science pipeline into structured, meaningful artifacts. It reduces the time you spend on documentation navigation, eliminates boilerplate code, and guides you toward the right methodological information to answer your questions. What Skore does for you: - Structures your experiments : Automatically generates the insights that matter for your use case - Reduces boilerplate : One line of code gives you comprehensive model evaluation - Guides your decisions : Built-in methodological warnings help you avoid common pitfalls - Maintains clarity : Structured project organization makes your work easier to understand and maintain ⭐ Support us with a star and spread the word - it means a lot! ⭐ 🧩 What is Skore? The core mission of Skore is to turn ","default_branch":null,"files":null,"tree":[],"storefront":"/r/probabl-ai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/probabl-ai/skore/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}