aiida-core

aiida-core

计算科学工作流管理器 专注可追溯性 性能和可扩展性

AiiDA是一个计算科学工作流管理器,专注于可追溯性、性能和可扩展性。它支持复杂工作流编写、数据溯源追踪和高性能计算。AiiDA自动记录计算过程,确保可重现性,并兼容多种调度器。作为开源项目,AiiDA提供插件系统,支持社区贡献和数据共享,促进开放科学发展。

AiiDA工作流管理器计算科学数据溯源开源软件Github开源项目

<img src="https://raw.githubusercontent.com/aiidateam/aiida-core/main/docs/source/images/aiida-logo.svg" alt="AiiDA" width="200"/>

AiiDA (www.aiida.net) is a workflow manager for computational science with a strong focus on provenance, performance and extensibility.

Latest releasePyPI version conda-forge PyPI pyversions
Getting helpDocs status Discourse status
Build statusBuild Status Coverage Status Benchmarks
ActivityPyPI-downloads Commit Activity
CommunityDiscourse Affiliated with NumFOCUS Twitter

Features

  • Workflows: Write complex, auto-documenting workflows in python, linked to arbitrary executables on local and remote computers. The event-based workflow engine supports tens of thousands of processes per hour with full checkpointing.
  • Data provenance: Automatically track inputs, outputs & metadata of all calculations in a provenance graph for full reproducibility. Perform fast queries on graphs containing millions of nodes.
  • HPC interface: Move your calculations to a different computer by changing one line of code. AiiDA is compatible with schedulers like SLURM, PBS Pro, torque, SGE or LSF out of the box.
  • Plugin interface: Extend AiiDA with plugins for new simulation codes (input generation & parsing), data types, schedulers, transport modes and more.
  • Open Science: Export subsets of your provenance graph and share them with peers or make them available online for everyone on the Materials Cloud.
  • Open source: AiiDA is released under the MIT open source license

Installation

Please see AiiDA's documentation.

How to contribute PRs Welcome GitHub issues by-label

The AiiDA team appreciates help from a wide range of different backgrounds. Small improvements of the documentation or minor bug fixes are always welcome.

Please see the Contributor wiki on how to get started.

Frequently Asked Questions

If you are experiencing problems with your AiiDA installation, please refer to the FAQ page of the documentation. For any other questions, discussion and requests for support, please visit the Discourse server.

How to cite

If you use AiiDA in your research, please consider citing the following publications:

  • S. P. Huber et al., AiiDA 1.0, a scalable computational infrastructure for automated reproducible workflows and data provenance, Scientific Data 7, 300 (2020); DOI: 10.1038/s41597-020-00638-4
  • M. Uhrin et al., Workflows in AiiDA: Engineering a high-throughput, event-based engine for robust and modular computational workflows, Computational Materials Science 187, 110086 (2021); DOI: 10.1016/j.commatsci.2020.110086

If the ADES concepts are referenced, please also cite:

  • Giovanni Pizzi, Andrea Cepellotti, Riccardo Sabatini, Nicola Marzari,and Boris Kozinsky, AiiDA: automated interactive infrastructure and database for computational science, Computational Materials Science 111, 218-230 (2016); DOI: 10.1016/j.commatsci.2015.09.013

License

AiiDA is distributed under the MIT open source license (see LICENSE.txt). For a list of other open source components included in AiiDA, see open_source_licenses.txt.

Acknowledgements

AiiDA is a NumFOCUS Affiliated Project and supported by the MARVEL National Centre of Competence in Research, the MaX European Centre of Excellence and by a number of other supporting projects, partners and institutions, whose complete list is available on the AiiDA website acknowledgements page.

编辑推荐精选

Vora

Vora

免费创建高清无水印Sora视频

Vora是一个免费创建高清无水印Sora视频的AI工具

Refly.AI

Refly.AI

最适合小白的AI自动化工作流平台

无需编码,轻松生成可复用、可变现的AI自动化工作流

酷表ChatExcel

酷表ChatExcel

大模型驱动的Excel数据处理工具

基于大模型交互的表格处理系统,允许用户通过对话方式完成数据整理和可视化分析。系统采用机器学习算法解析用户指令,自动执行排序、公式计算和数据透视等操作,支持多种文件格式导入导出。数据处理响应速度保持在0.8秒以内,支持超过100万行数据的即时分析。

AI工具酷表ChatExcelAI智能客服AI营销产品使用教程
TRAE编程

TRAE编程

AI辅助编程,代码自动修复

Trae是一种自适应的集成开发环境(IDE),通过自动化和多元协作改变开发流程。利用Trae,团队能够更快速、精确地编写和部署代码,从而提高编程效率和项目交付速度。Trae具备上下文感知和代码自动完成功能,是提升开发效率的理想工具。

AI工具TraeAI IDE协作生产力转型热门
AIWritePaper论文写作

AIWritePaper论文写作

AI论文写作指导平台

AIWritePaper论文写作是一站式AI论文写作辅助工具,简化了选题、文献检索至论文撰写的整个过程。通过简单设定,平台可快速生成高质量论文大纲和全文,配合图表、参考文献等一应俱全,同时提供开题报告和答辩PPT等增值服务,保障数据安全,有效提升写作效率和论文质量。

AI辅助写作AI工具AI论文工具论文写作智能生成大纲数据安全AI助手热门
博思AIPPT

博思AIPPT

AI一键生成PPT,就用博思AIPPT!

博思AIPPT,新一代的AI生成PPT平台,支持智能生成PPT、AI美化PPT、文本&链接生成PPT、导入Word/PDF/Markdown文档生成PPT等,内置海量精美PPT模板,涵盖商务、教育、科技等不同风格,同时针对每个页面提供多种版式,一键自适应切换,完美适配各种办公场景。

AI办公办公工具AI工具博思AIPPTAI生成PPT智能排版海量精品模板AI创作热门
潮际好麦

潮际好麦

AI赋能电商视觉革命,一站式智能商拍平台

潮际好麦深耕服装行业,是国内AI试衣效果最好的软件。使用先进AIGC能力为电商卖家批量提供优质的、低成本的商拍图。合作品牌有Shein、Lazada、安踏、百丽等65个国内外头部品牌,以及国内10万+淘宝、天猫、京东等主流平台的品牌商家,为卖家节省将近85%的出图成本,提升约3倍出图效率,让品牌能够快速上架。

iTerms

iTerms

企业专属的AI法律顾问

iTerms是法大大集团旗下法律子品牌,基于最先进的大语言模型(LLM)、专业的法律知识库和强大的智能体架构,帮助企业扫清合规障碍,筑牢风控防线,成为您企业专属的AI法律顾问。

SimilarWeb流量提升

SimilarWeb流量提升

稳定高效的流量提升解决方案,助力品牌曝光

稳定高效的流量提升解决方案,助力品牌曝光

Sora2视频免费生成

Sora2视频免费生成

最新版Sora2模型免费使用,一键生成无水印视频

最新版Sora2模型免费使用,一键生成无水印视频

下拉加载更多