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An Industrial Grade Federated Learning Framework

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Can hetero secureboost in FATE 1.7.2 be exported in the form of sklearn?Just like homo-convert

银河麒麟+鲲鹏CPU下,源码部署fate单机版,执行:bash bin/service.sh start 时,报qcloud_cos相关错误; 麻烦专家给与分析解决一下,谢谢; 1、下载1.7.0版本源码; 2、执行:bash bin/service.sh start 时,报如下错误; ![image](https://user-images.githubusercontent.com/24772933/184298383-9836d130-edbd-4a0f-ac09-0c0b55ceef70.png) 3、根据提示安装 pip install qcloud_cos 报如下错误: 系统信息:

ARM环境下部署FATE,上传数据时出现如下错误: [ERROR] [2022-08-03 10:38:25,779] [202208031035192942580] [59:548422602752] - [task_executor._run_] [line:243]: processor in session meta is not valid: Traceback (most recent call last): File "/data/projects/fate/fateflow/python/fate_flow/worker/task_executor.py", line 134, in _run_ sess.init_computing(computing_session_id=args.session_id, options=session_options) File...

# 横向统计算法 - Name: homo-statistic - Category: feature ## Short Description guest与host分别统计该端的max/min/mean等统计信息,然后通过arbiter进行汇聚得到所有的统计信息; ## WIP - [ ] Main Code - [ ] 在federatedml/components中添加homo_feature_statistic.py文件; 文件如下: [homo_feature_statistic.txt](https://github.com/FederatedAI/FATE/files/9298169/homo_feature_statistic.txt) - [ ] 在federatedml/param中修改feature_statistic_param.py文件,将里面的HomoFeatureStatisticParam添加即可;文件如下: [feature_statistic_param.txt](https://github.com/FederatedAI/FATE/files/9298177/feature_statistic_param.txt)...

federatedml

**Describe the bug** 在1.7.2集群中,按照如下四种配置去训练hetero_secure_boost: 样本量 特征量 样本量 特征量 1. guest: 15W 2000 host: 15W 2000 2. guest: 15W 3000 host: 15W 3000 3. guest 25W 1000 host: 25W 4000 4....

**Describe the bug** Job log data is not updated in fateboard after retrying the failed/canceled job and running successfully. **To Reproduce** Steps to reproduce the behavior in fateboard running on...

**Describe the bug** Version:FATE v1.8.0 Deployment method: KubeFATE, k8s, FATE_on_Spark + Pulsar. FATE Job: hetero_sbt. For both Guest and Host, the dataset is 10000*1000. It will appear in one run,...

Signed-off-by: fangxiaoran [email protected] Fixes ISSUE https://github.com/FederatedAI/FATE/issues/3909 Changes: 1. Add [Intel Paillier Cryptosystem Library](https://github.com/intel/pailliercryptolib) as an optional Paillier scheme in FATE. Corresponds to the design proposal https://github.com/FederatedAI/FATE-Community/pull/49 in FATE-Community.

**Is your feature request related to a problem? Please describe.** Is secure add / multiple support 3 parties? Is sucure compare (百万富翁问题) support 2 parties? If FATE is supported now....