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An Industrial Grade Federated Learning Framework

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Signed-off-by: elvis-xiao Changes: 1. federatedml , feature scale

When I tried to run fate flow, I got the following error: ``` Traceback (most recent call last): File "/data/projects/fate/eggroll/python/eggroll/core/client.py", line 71, in sync_send response = _command_stub.call(request.to_proto()) File "/data/projects/fate/common/python/venv/lib/python3.6/site-packages/grpc/_channel.py", line...

当系统负载较高时,fateflow可能暂时性的访问不通eggroll 这里捕获到Exception时,直接删除SessionRecord,可能导致eggroll对应的egg_pair进程无法退出。 是否可以增加重试机制呢? https://github.com/FederatedAI/FATE/blob/87dd4f63869b995b6bef3d49b1b7d1cb346806ec/python/fate_arch/session/_session.py#L408 @zhihuiwan

bug

**Is your feature request related to a problem? Please describe.** I am running a testing example with standalone docker 1.11.3: "https://github.com/FederatedAI/FATE/blob/master/examples/benchmark_quality/hetero_sbt/fate-sbt.py" with basic binary setting "https://github.com/FederatedAI/FATE/blob/master/examples/benchmark_quality/hetero_sbt/fate_sbt_binary.yaml". The training time is...

**Is your feature request related to a problem? Please describe.** 目前我添加合作方后需要重启容器两方才能正常通讯, 否则就会报"Federated schedule error". 我用的fate是1.9.0版本一套源代码 **Describe the solution you'd like** A clear and concise description of what you want to...

heterosbt现在能直接支持类别特征的输入吗?此外就是将数据拼接起来使用lightgbm效果差异大吗

通常评分卡(逻辑回归)的入模特征为woe转换特征,但是目前在横向特征分箱中设置transform_param的transform_type为"woe"时会报异常。 ![横向分箱woe](https://github.com/FederatedAI/FATE/assets/33820976/86badbd8-1c68-4f9c-8608-23719b0e3514)

**Is your feature request related to a problem? Please describe.** 隐私计算联盟指导手册 https://interconnection.readthedocs.io/zh_CN/latest/ppca/index.html 隐语社区互联互通协议手册 https://interconnection.readthedocs.io/zh_CN/latest/protocols/index.html

![image](https://github.com/FederatedAI/FATE/assets/39901746/860228c0-4f1e-458b-ab08-452d85d8f153) 是否因为homo_sbt只接受x0,x1命名的feature?

Is there a vertical NN similar to this paper? y = output(A) + output(B) . I only found the Bottom and Top model HeteroNN in the library. Title:Vertical federated DNN...