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Apache-2.0

微软人工智能教育与学习共建社区

微软人工智能教育与学习共建社区(Microsoft AI Education Community, 简称AI-Edu)是微软亚洲研究院(Microsoft Research Asia,简称MSRA)人工智能教育团队创立的人工智能开源社区。

本社区由基础教程实践案例实践项目三大模块构成,通过系统化的理论教程和丰富多样的实践案例,帮助学习者学习并掌握人工智能的知识,并锻炼在实际项目中的开发能力。

最新消息!

  • 2021年8月16日

    A6-人工智能系统 更新A6-人工智能系统 课程已更新到最新版本!

    从即日起,人工智能系统开源课程做为本社区的子模块,与原始仓库保持同步更新。欢迎前来社区学习!

  • 2021年6月25日

    新版本发布:AI-Edu V1.3.0 已经发布啦!全新的社区架构,更加简洁方便!与之配套的网站也同步上线啦,欢迎大家前来体验!点此访问网站

  • 2021年6月21日

    案例更新:新的实践案例 基于LightGBM的时间序列预测 已上线,欢迎感兴趣的小伙伴前往学习。

  • 更新历史

目录功能一览

基础教程 实践案例 实践项目
内容

发布和贡献

AI-Edu目前由微软亚洲研究院的研发团队与学术合作部提供支持与更新,我们会在Issues中发布当月的更新计划。

您在使用过程中发现任何问题,可以在Issues Channel创建New issue来告诉我们。如果您计划修复已有或新发现的BUG,欢迎您随时随地提交Pull Request。

如果您计划提供新的内容或加入到我们的内容更新团队中,请先创建一个新的Issue告诉我们或在已有Issue的基础上与我们讨论,如有需要,我们也会安排电话会议方便我们更进一步的交流。

如果需要了解更多关于贡献的信息,请参考共建指南

反馈

  • 在Github Issue中提交问题
  • 与我们邮件沟通

使命

在教育部指导下,依托于新一代人工智能开放科研教育平台,微软亚洲研究院研发团队和学术合作部将为本社区提供全面支持。我们将在此提供人工智能应用开发的真实案例,以及配套的教程、工具等学习资源,人工智能领域的一线教师及学习者也将分享他们的资源与经验。

正如微软的使命“予力全球每一人、每一组织,成就不凡”所指出的,期待借由本社区的建立,能以开源的方式,与广大师生、开发者一起学习、贡献,共同丰富、完善本社区,既而为中国人工智能的发展添砖加瓦。

许可协议

LICENSE

# 仔细阅读以下声明: # Tutorial Materials: For Tutorial Materials marked with Microsoft copyright notice, following license applies: Microsoft Terms of Use Copyright © Microsoft Corporation. All rights reserved. Permission to use Tutorial Materials is granted, provided that (1) the below copyright notice appears in all copies of Tutorial Materials and that both the copyright notice and this permission notice appear, (2) use of such Tutorial Materials is for non-commercial or personal use only without monetization. Use for any other purpose is expressly prohibited by law, and may result in severe civil and criminal penalties. Violators will be prosecuted to the maximum extent possible. MICROSOFT AND/OR ITS RESPECTIVE SUPPLIERS MAKE NO REPRESENTATIONS ABOUT THE SUITABILITY OF THE INFORMATION CONTAINED IN THE TUTORIAL MATERIALS AND RELATED GRAPHICS PUBLISHED FOR ANY PURPOSE. ALL SUCH TUTORIAL MATERIALS AND RELATED GRAPHICS ARE PROVIDED "AS IS" WITHOUT WARRANTY OF ANY KIND. MICROSOFT AND/OR ITS RESPECTIVE SUPPLIERS HEREBY DISCLAIM ALL WARRANTIES AND CONDITIONS WITH REGARD TO THIS INFORMATION, INCLUDING ALL WARRANTIES AND CONDITIONS OF MERCHANTABILITY, WHETHER EXPRESS, IMPLIED OR STATUTORY, FITNESS FOR A PARTICULAR PURPOSE, TITLE AND NON-INFRINGEMENT. IN NO EVENT SHALL MICROSOFT AND/OR ITS RESPECTIVE SUPPLIERS BE LIABLE FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF INFORMATION AVAILABLE FROM THE SERVICES. THE TUTORIAL MATERIALS AND RELATED GRAPHICS PUBLISHED ON THE SERVICES COULD INCLUDE TECHNICAL INACCURACIES OR TYPOGRAPHICAL ERRORS. CHANGES ARE PERIODICALLY ADDED TO THE INFORMATION HEREIN. MICROSOFT AND/OR ITS RESPECTIVE SUPPLIERS MAY MAKE IMPROVEMENTS AND/OR CHANGES IN THE PRODUCT(S) AND/OR THE PROGRAM(S) DESCRIBED HEREIN AT ANY TIME. # Open Source Code - The script [mnist_extension.py](https://github.com/microsoft/ai-edu/tree/masters/实践案例/手写算式计算器/tensorflow_model/mnist_extension.py) is under [Apache 2.0 License](http://www.apache.org/licenses/LICENSE-2.0). Based on [Origin code](https://github.com/tensorflow/models/blob/f81bb397efe57cf8bfb4a195c1b3064997f3e3c2/tutorials/image/mnist/convolutional.py). - Except open source code listed above, other open source codes are under below MIT license: MIT License Copyright © Microsoft Corporation. All rights reserved. Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. # Contributing This project welcomes contributions and suggestions. Most contributions require you to agree to a Contributor License Agreement (CLA) declaring that you have the right to, and actually do, grant us the rights to use your contribution. For details, visit https://cla.microsoft.com. When you submit a pull request, a CLA-bot will automatically determine whether you need to provide a CLA and decorate the PR appropriately (e.g., label, comment). Simply follow the instructions provided by the bot. You will only need to do this once across all repos using our CLA. This project has adopted the [Microsoft Open Source Code of Conduct](https://opensource.microsoft.com/codeofconduct/). For more information see the [Code of Conduct FAQ](https://opensource.microsoft.com/codeofconduct/faq/) or contact [opencode@microsoft.com](mailto:opencode@microsoft.com) with any additional questions or comments. # Third Party Contents This site may include third party contents that are licensed to you under their own terms Any third party contents. Even if such contents are governed by other agreements, the disclaimer, limitations on, and exclusions of damages also apply to the extent allowed by applicable law.

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