# A Multilingual Python Programming Language > Public Grayhat research publication detail for A Multilingual Python Programming Language. ## Document Metadata - Canonical human URL: https://grayhat.studio/zh-CN/research/publications/multilingual-python-programming-language - 内容语言: zh-CN - Variant: compact ### Discovery Links - [Human Page](https://grayhat.studio/zh-CN/research/publications/multilingual-python-programming-language) - [Compact LLM](https://grayhat.studio/zh-CN/research/publications/multilingual-python-programming-language/llms.txt) - [Full LLM](https://grayhat.studio/zh-CN/research/publications/multilingual-python-programming-language/llms-full.txt) - [根 LLM 上下文](https://grayhat.studio/zh-CN/llms.txt) - [站点地图](https://grayhat.studio/sitemap.xml) - [Robots](https://grayhat.studio/robots.txt) - [OpenAPI](https://grayhat.studio/api/openapi.json) ## Site Header ### Company Information - 公司: Grayhat Developers PVT Ltd - Brand: Grayhat - Base URL: https://grayhat.studio/ - Tagline: 我们打造很酷的东西 - 描述: Grayhat 为全球客户开发技术解决方案,覆盖从创业应用到完整成熟系统的各类产品。 - Vision: 我们希望在未来技术中产生真正影响,并打造能服务身边人群的解决方案。 - Established: 2022 - Service areas: 全球 ### Primary Navigation - [首页](https://grayhat.studio/zh-CN) - [预约时间](https://grayhat.studio/zh-CN/schedule-a-booking) - [招聘](https://grayhat.studio/zh-CN/careers) - [团队](https://grayhat.studio/zh-CN/team) - [项目](https://grayhat.studio/zh-CN/projects) - [客户](https://grayhat.studio/zh-CN/clients) - [研究](https://grayhat.studio/zh-CN/research) - [博客](https://grayhat.studio/blog) - [关于](https://grayhat.studio/zh-CN/about) ### Social Links - [LinkedIn](https://www.linkedin.com/company/76504684) - [GitHub](https://github.com/grayhatdevelopers) - [Dribbble](https://dribbble.com/grayhatstudio) - [Discord](https://grayhat.studio/discord) - [Instagram](https://www.instagram.com/grayhatdevelopers) - [Facebook](https://www.facebook.com/grayhatdevelopers) ## Publication Details - 作者: Saad Ahmed Bazaz, Mirza Omer Beg - 年份: 2025 - 发表来源: arXiv preprint arXiv:2510.09591 - 类型: Paper - 领域: Programming Languages - 摘要: All widely used and useful programming languages have a common problem. They restrict entry on the basis of knowledge of the English language. The lack of knowledge of English poses a major hurdle to many newcomers who do not have the resources, in terms of time and money, to learn the English language. Studies show that people learn better in their own language. Therefore, we propose a language transpiler built on top of the Python programming language, called UniversalPython, which allows one to write Python in their own human language. We demonstrate the ability to create an Urdu Python with this transpiler. In the future, we aim to scale the language to encapsulate more human languages to increase the availability of programming. The source code for this transpiler is open-source, and available at https://github.com/universalpython/universalpython. ## Related Pages - [首页](https://grayhat.studio/zh-CN) - [关于](https://grayhat.studio/zh-CN/about) - [隐私政策](https://grayhat.studio/zh-CN/privacy-policy) - [条款与条件](https://grayhat.studio/zh-CN/terms-and-conditions) - [预约时间](https://grayhat.studio/zh-CN/schedule-a-booking) - [招聘](https://grayhat.studio/zh-CN/careers) - [团队](https://grayhat.studio/zh-CN/team) - [客户](https://grayhat.studio/zh-CN/clients) - [项目](https://grayhat.studio/zh-CN/projects) - [研究](https://grayhat.studio/zh-CN/research) - [Tech Radar](https://grayhat.studio/zh-CN/tech-radar) - [网站地图](https://grayhat.studio/zh-CN/sitemap) - [博客](https://grayhat.studio/blog) ## Agent Notes - This page has no child pages, so compact and full include the same page body. ## Site Footer ### Contact - [info@grayhat.studio](mailto:info@grayhat.studio?subject=[grayhat.com.pk]) - [24, Street 3, Sector F DHA-2, Islamabad, Pakistan](https://maps.app.goo.gl/8gk8pTmDQxRaRPn49) ### Important Pages - [首页](https://grayhat.studio/zh-CN) - [预约时间](https://grayhat.studio/zh-CN/schedule-a-booking) - [招聘](https://grayhat.studio/zh-CN/careers) - [团队](https://grayhat.studio/zh-CN/team) - [项目](https://grayhat.studio/zh-CN/projects) - [客户](https://grayhat.studio/zh-CN/clients) - [研究](https://grayhat.studio/zh-CN/research) - [博客](https://grayhat.studio/blog) - [关于](https://grayhat.studio/zh-CN/about) ### Legal Links - [隐私政策](https://grayhat.studio/zh-CN/privacy-policy) - [条款与条件](https://grayhat.studio/zh-CN/terms-and-conditions) - [网站地图](https://grayhat.studio/zh-CN/sitemap) ### Third-party Platforms - [Clutch](https://clutch.co/profile/grayhat) - [Upwork](https://www.upwork.com/agencies/1539292796322222080/) - [Glassdoor](https://www.glassdoor.com/Location/All-Grayhat-Developers-Islamabad-IS-Office-Locations-EI_IE8570949.4,22_IL.23,35_IC3139539.htm) ### Social Media - [Instagram](https://www.instagram.com/grayhatdevelopers) - [Facebook](https://www.facebook.com/grayhatdevelopers) ### Footer Metadata - Tagline alt: 我们创造 💻、☕,以及 🦄 - Made in: 巴基斯坦 - Copyright marker: Established in 2022