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The website provides useful information and resources, but there's room for improvement in terms of user experience and accessibility.
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NumFOCUS：促进研究、数据和科学计算领域的开放实践
NumFOCUS 是一个非营利组织，旨在促进研究、数据和科学计算领域的开放实践。该组织成立于 2012 年，其使命是支持开源科学软件项目并围绕这些项目培养贡献者社区。
科学世界正在迅速发展，每天都有新发现。然而，用于进行这些发现的工具通常是专有的且价格昂贵。这为许多无法使用这些工具或负担不起这些工具的研究人员造成了障碍。 NumFOCUS 旨在通过推广任何人都可以免费使用的开源软件来打破这一障碍。
NumFOCUS 实现其使命的方式之一是通过对开源项目的财政赞助。这意味着他们会为选定的项目提供资金支持，这样他们就可以继续开发他们的软件，而不必担心资金问题。此外，NumFOCUS 还为项目负责人提供辅导和指导，以便他们能够围绕自己的项目建立可持续发展的社区。
NumFOCUS 促进开放实践的另一种方式是通过研讨会和会议等教育计划。这些活动汇集了来自不同领域的研究人员、开发人员和用户，他们对使用开源软件进行科学计算有着共同的兴趣。通过提供知识共享和协作的平台，NumFOCUS 有助于推动整个科学领域的发展。
多年来，NumFOCUS 赞助了多个成功项目，包括 Pandas（数据分析库）、Matplotlib（绘图库）、Jupyter（交互式笔记本环境）、Dask（并行计算库）等。这些项目因其易用性、灵活性和可扩展性而被不同领域的研究人员广泛采用。
除了赞助单个项目外，NumFOCUS 还支持更大的计划，例如 Project Jupyter，该计划旨在创建一个工具生态系统，用于跨不同编程语言的交互式计算。通过将来自不同领域的专家聚集在一个伞式项目（如 Project Jupyter 或 PyData 会议系列）下，NumFocus 促进了跨学科合作，从而导致比任何单一领域单独实现的更具创新性的解决方案。
由于致力于促进研究实践的开放性，NumFocus 已成为科学计算领域的重要参与者。他们的努力帮助大众化了对强大计算工具的访问，而这些工具以前只能以高成本或有限的可用性获得。在个人、组织和政府等方面的持续支持下，我们可以期待通过自由和开源软件支持的协作努力在推进科学方面取得更大的进步。
numfocus.org
