OpenML

The Open Machine Learning project is an inclusive movement to build an open, organized, online ecosystem for machine learning. We build open source tools to discover (and share) open data from any domain, easily draw them into your favourite machine learning environments, quickly build models alongside (and together with) thousands of other data scientists, analyse your results against the state of the art, and even get automatic advice on how to build better models

开放式机器学习项目（Open Machine Learning Project）是一项包容性倡议，旨在搭建开放、规范的在线机器学习生态系统。本项目开发开源工具，支持发掘并共享跨各领域的开放数据，可便捷地将数据导入您常用的机器学习环境；还能与数千名数据科学家协同快速构建模型，对照现有前沿技术水平评估实验结果，甚至可自动获取优化模型构建的专业指导。

搜集汇总

背景与挑战

背景概述

OpenML是一个开放机器学习项目，旨在构建一个在线生态系统，提供开源工具以发现和共享跨领域数据，并支持用户在协作环境中进行模型构建与分析。