FedTree
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A tree-based federated learning system (MLSys 2023)
Hi, I am trying to install the FedTree and I face following error after running make - j: [ 99%] Linking CXX shared library ../../lib/libft_grpc_proto.so [ 99%] Built target ft_grpc_proto...
Hi, I am confused about `missing_gh` variable in function `compute_histogram_in_a_level`. When using `privacy_tech=he`, part of the value of `missing_gh` is in plaintext and the other part is in ciphertext, is...
安装问题
在cmake..的过程中遇到版本问题,我是3.3.2的版本却不符合条件,我尝试更改cmakelist文件,但是TRust中的条件显示只有3.15-3.18.请问是只能用3.15-3.18的版本嘛
Hi, can you provide an example using the Python wrapper for Vertical FL? Currently the examples all make use of Horizontal FL.
I encountered the following error multiple times (for all occurrences of StrFormat) in the "make" stage for FedTree: ``` /projects/FedTree/build/_deps/grpc-src/src/core/lib/surface/call.cc: in function ‘void handle_error_parsing_compression_algorithm(grpc_call*)’: /projects/FedTree/build/_deps/grpc-src/src/core/lib/surface/call.cc:1398:51: ERROR:no matching function for call...
Hi, I want to run some code script within each communication round of the federated algorithm. Is there a method to run the client update, server update, and the aggregating...
第一个问题是可以在每一轮后输出测试集的评价指标吗? 第二个问题是我设置了bagging=1 ,但是好像输出没有变化,是没有vertical版本的random forest吗?
I am using 3 clients to train a model using the following parameters in the clients: data=./mydata1.csv test_data=./mytest_data.csv model_path=mymodel.model n_parties=3 data_format=csv n_features=11 objective=multi:softmax mode=horizontal partition=0 learning_rate=0.1 max_depth=6 n_trees=50 ip_address=192... Everything...
the documentation mentioned that grpc earlier than 1.50 may not work, I used the latest release 1.53, and making throws error: ``` [ 20%] Building CXX object src/FedTree/CMakeFiles/FedTree_DIST.dir/scikit_fedtree.cpp.o In file...
Random forests model is mentioned in the FedTree draft paper, could you please add some example code for that