sqlflow
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sql-machine-learning
[SoC2020][idea 3] Contribute case solution based on SQLFlow infrastructure
简介
SQLFlow 旨在建立数据库和 AI 引擎之间的桥梁，利用 SQL 简洁的语法和强大的描述能力降低使用 AI 的门槛。你可以从这里看到使用 SQLFlow 工具实现机器学习任务是多么的简单。现在 SQLFlow 已经成功应用到工业生产中，我们希望有更多的应用案例来帮助我们更快的成长！
Description
SQLFlow aims to act as the bridge of DBs and AI engines. It leverage the powerful representation ability of SQL to ease the usage of AI while still keeping its simplicity. From here you can find out how easy it is to do machine learning task with SQLFlow. SQLFlow has been used in real world production for a while, and we are expecting more real use-case for promoting our growth!
目标
现在我们希望贡献者能够利用 SQLFlow 提供的基础能力解决一个实际的问题，并将这个案例分享给我们。我们希望您在这个过程中有如下收获和产出：
- 提出问题：选择真实世界中的一个问题，将其抽象为机器学习任务，并思考如何用 SQLFlow 来解决，你应该在 GitHub 上以文档形式记录下这个案例
- 使用系统：使用 SQLFlow 提供的能力，通过写扩展 SQL的方式解决你的问题
- 沉淀经验：将你的案例沉淀成文档，将 SQLFlow工具和其他机器学习工具做对比，分析你为什么选择了 SQLFlow 工具给你带来了什么，并将结果贡献给 SQLFlow 社区
Target
Now we want you to contribute a use-case to SQLFlow community. We expect you have the following experience and outcome:
- Name Your Problem: provide a real world problem that can be solved by machine learning and think about how to solve it by using SQLFlow, you should describe your case in our GitHub project
- Solve Your Problem: with SQLFlow, you should write our extended SQL statements to solve your problem
- Case Study: write your case and solution down, compare SQLFlow with other machine learning tools, analyse why you use SQLFlow instead of other toolsets, finally share your result with us
联系我们
如果您有很棒的主意，请用下面的邮件地址联系我们。我们将会非常感谢你的参与和贡献！
邮件地址: [email protected]
Contact us!
If you have any great idea, please contact us with following email address. We will appreciate your participation and contribution！
Email Address: [email protected]
Hey @lhw362950217, This project is very interesting and I would love to work on it this summer. Are there any discussions platform or mailing list?
This project will need a bit of discussion further.
Hey @lhw362950217, This project is very interesting and I would love to work on it this summer. Are there any discussions platform or mailing list?
This project will need a bit of discussion further.
@Kaushl2208 Thanks very much for paying attention to us! You can contact us with this email: [email protected]. Wishing to hear from you.
Hey @lhw362950217, Thanks for the great project. I would like to work on this project for ASOC 2020. I already did research work on Machine Learning and AI. I would love to work with SQLflow. I would really appreciate if you provide me with additional resources for me to dive into for better implementation regarding the proposal.
@lhw362950217 I need some help in setting up the environment. Can you please help me with it?