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PyTorch-BigGraph

Generate embeddings from large-scale graph-structured data.

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

FedShare

PyTorch implementation of Federated Learning with Non-IID Data, and federated learning algorithms, including FedAvg, FedProx.

PyEMD

Python implementation of Empirical Mode Decompoisition (EMD) method

FedGraphNN

FedGraphNN: A Federated Learning Platform for Graph Neural Networks with MLOps Support. The previous research version is accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops.

Awesome-Federated-Learning-on-Graph-and-GNN-papers

Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.

Awesome-GNN-Research

My future research

easyFL

An experimental platform for federated learning.

plato

A federated learning framework to support scalable and reproducible research

jetson_stats

📊 Simple package for monitoring and control your NVIDIA Jetson [Orin, Xavier, Nano, TX] series

KubeFATE

Manage federated learning workload using cloud native technologies.

Attack-Resistant-Federated-Learning

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

FedLab-benchmarks

Standard federated learning implementations in FedLab and FL benchmarks.

dataset

The Open Images dataset

vision

Datasets, Transforms and Models specific to Computer Vision

ShuffleNetV2-pytorch

Implementation of ShuffleNetV2 for pytorch

albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

pytorch-ssd

MobileNetV1, MobileNetV2, VGG based SSD/SSD-lite implementation in Pytorch 1.0 / Pytorch 0.4. Out-of-box support for retraining on Open Images dataset. ONNX and Caffe2 support. Experiment Ideas like CoordConv.

Shufflenet-v2-Pytorch

Perfect implement. Model shared. x0.5 (Top1:60.646) and 1.0x (Top1:69.402).

FedScale

FedScale is a scalable and extensible open-source federated learning (FL) platform.

Oort

Oort: Efficient Federated Learning via Guided Participant Selection

k8s-device-plugin

NVIDIA device plugin for Kubernetes

mobileNet-v2_cifar10

a pytorch implement of mobileNet v2 on cifar10

mobilenetv2.pytorch

72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

Neural_Network_Weight_Attack

Changing several bit which overwhelms the quantized CNN

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

FedNova

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

iclr2020_zeno_async

Source code of ICLR2020 submisstion: Zeno++: Robust Fully Asynchronous SGD

leaf-torch

Hey,this is a torch implementation of LEAF(a benchmark of FL)