机器学习（ML）正在重塑科学研究，由于数据集、模型和计算环境的复杂性与异质性，机器学习研究的可复现性与成果再利用面对巨大挑战。基于此，来自慕尼黑大学的Bernd Bischl团队近日在Cell Press细胞出版社旗下期刊Patterns上发表了一篇题为“OpenML: Insights from 10 ...

本文系统回顾了OpenML平台十年发展历程，该开源项目通过标准化数据集、任务定义和实验流程（FAIR原则），构建了包含1,500+研究的协作生态系统。研究揭示了社区驱动的ML基准测试（如OpenML-CC18）、AutoML系统开发（如Auto-sklearn）和教育应用的成功案例，为开放 ...

SAN MATEO, Calif.--(BUSINESS WIRE)--Feedzai has launched the Feedzai OpenML Engine, in response to recognizing the need for data science teams to utilize their own tools and expertise. Built on ...

When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works. The Khronos Group will release, free of charge an OpenML software development kit (SDK) that ...

The Khronos Group — an independent, not-for-profit consortium of hardware and software developers — is promoting the use of OpenML. The specification is positioned as a cross-platform rival to ...

What began as a Ph.D. project has grown into a website with 120,000 unique visitors each year. With the platform OpenML, researcher Jan van Rijn is contributing to open science, aiming to make machine ...