yo bro，我想问问跟fate比起来，scope有没有提供像fate的federatedML那样的联邦算法库？

[MiKKiYang]

请教两个问题：
1、federatedScope有没有提供像fate的federatedML那样的联邦算法库？fate的federatedMl在横向纵向lr、神经网络、决策树等等都有联邦算法提供可以直接使用
2、federatedScope的架构实现上相较fate有没有更优异的地方？
3、federatedScope有没有已经现网生产落地部署、或者是商用的案例？

[MiKKiYang]

@joneswong wish your reply

[joneswong]

@joneswong wish your reply

Thanks for your attention. I have assigned this thread to @xieyxclack . Let's discuss together

[xieyxclack]

Thanks a lot for your interest!

1. FederatedScope provides the ModelZoo and AlgoZoo for convenient usage. And more models and algos are coming soon :)
2. FederatedScope adopts an event-driven architecture for flexibly and conveniently describing asynchronous federated learning with heterogeneous information exchanging, which frames an FL course into event-handler pairs. Please refer to our paper for more details about the characteristics and advantages of FederatedScope.
3. We are working on some internal real-world FL applications. And we have released the source code of FederatedScope for the public and welcome users to deploy the real-world FL application with FederatedScope.

[xieyxclack]

Hope that helps! This thread is closed and let us know if you have more questions.