CommEfficient Alternatives

Similar projects and alternatives to CommEfficient

flower

27 4,166 9.9 Python CommEfficient VS flower

Flower: A Friendly Federated Learning Framework (by adap)
FATE

2 5,498 9.9 Python CommEfficient VS FATE

An Industrial Grade Federated Learning Framework
WorkOS

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The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
Federated-Learning-Backdoor

1 56 1.1 Python CommEfficient VS Federated-Learning-Backdoor

ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better CommEfficient alternative or higher similarity.

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CommEfficient reviews and mentions

Posts with mentions or reviews of CommEfficient. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-04-11.

[R] Correct way to implement client-level DP in Federated Learning
2 projects | /r/MachineLearning | 11 Apr 2023

Take a look at https://github.com/kiddyboots216/CommEfficient (branch -> attacks) and https://github.com/jhcknzzm/Federated-Learning-Backdoor
[D] Federated Learning Libraries in 2022?
3 projects | /r/MachineLearning | 17 Jan 2022

The libraries I've worked on for Simulation and Production might fit your usecase depending on what your experiment is. I have worked with all the libraries you've mentioned and generally did not feel that they were conducive to the FL research that I do, but without knowing more details about what your experiment is I can't say much more.