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academic-kickstart

aggregathor

Byzantine-resilient distributed SGD with TensorFlow.

anonymous_github

Anonymous Github is a proxy server to support anonymous browsing of Github repositories for open-science code and data.

awesome-federated-learning

list of resources for federated learning and privacy in machine learning

awesome-federated-learning-1

Federated Learning Library: https://fedml.ai

awesome-split-learning

A curated repository for various papers in the domain of split learning.

bagua

Bagua is a flexible and performant distributed training algorithm development framework.

cca-tutorial

Worked examples

cca_zoo

Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn style framework

cdml

CDML baseline

damai_ticket

大麦网抢票脚本

darts

Differentiable architecture search for convolutional and recurrent networks

deeplearning

Python for “Deep Learning”，《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现

deeplearningufldl

Exercises of deep learning tutorial from Stanford University

dgep_admm

dino

Distributed Newton-Type Optimization Method

ditto

Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)

dkpca-admm

A Decentralized Algorithm for Kernel Principal Component Analysis

fate

An Industrial Level Federated Learning Framework

fed-cs

fedavgpy

On the Convergence of FedAvg on Non-IID Data

fedbn

[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

federated-learning

Federated Learning - PyTorch

federated-learning-and-split-learning-with-raspberry-pi

SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things

federated-learning-public-code

federated-mutual-learning

federated_pca

Streaming, Memory-Limited, Federated PCA Revisited!

fedgen

Code and data accompanying the FedGen paper

fedml

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

fednas

FedNAS: Federated Deep Learning via Neural Architecture Search