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accelerated-federated-learning-over-mac-in-heterogeneous-networks

SCAFFOLD and FedAvg implementation

addressing-class-imbalance-fl

This is the code for Addressing Class Imbalance in Federated Learning (AAAI-2021).

animal-classifier

A DL app to classify 10 different animals

crossgradientaggregation

cyclicaggregation

PyTorch implementation of Fast-Convergent Federated Learning via Cyclic Aggregation, including FedAvg, FedProx, MOON, and FedRS

data-view-web

data view/report screen（数据可视化大屏，数据报表设计器）

feddst

Federated Dynamic Sparse Training

fedlab-benchmarks

Standard federated learning implementations in FedLab and FL benchmarks.

fednova

PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.

fl_output

interview_internal_reference

2021年最新总结，阿里，腾讯，百度，美团，头条等技术面试题目，以及答案，专家出题人分析汇总。

library-system-by-java

select

moon

Model-Contrastive Federated Learning (CVPR 2021)

pfl-non-iid

Personalized federated learning simulation platform with Non-IID and unbalanced dataset

pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

redis

Redis is an in-memory database that persists on disk. The data model is key-value, but many different kind of values are supported: Strings, Lists, Sets, Sorted Sets, Hashes, Streams, HyperLogLogs, Bitmaps.

scaffold-pytorch

Implementation of SCAFFOLD: Stochastic Controlled Averaging for Federated Learning

stochastic_gradient_push

Stochastic Gradient Push for Distributed Deep Learning

vue-echarts

vue、 echarts、iview 实现大数据可视化大屏模板

vuedatav

基于Vue + Echarts 构建的数据可视化平台，酷炫大屏展示模板和组件库，持续更新各行各业实用模板和炫酷小组件。