ahmedcs Goto Github PK

edge-consensus-learning

P2P Distributed deep learning framework that runs on PyTorch.

emdl21.github.io

enas

TensorFlow Code for paper "Efficient Neural Architecture Search via Parameter Sharing"

error-feedback-sgd

SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847

express_example

fade

[KDD2021] Federated Adversarial Debiasing for Fair and Transferable Representations: Optimize an adversarial domain-adaptation objective without adversarial or source data.

fair_flearn

Fair Resource Allocation in Federated Learning (ICLR '20)

falken

Falken provides developers with a service that allows them to train AI that can play their games

fate

An Industrial Grade Federated Learning Framework

fed-att

Attentive Federated Learning for Private NLM

federated

A framework for implementing federated learning

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-pytorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

federated2fog

Multi-Stage Hybrid Federated Learning over Large-Scale Wireless Fog Networks

federated_adaptation

Salvaging Federated Learning by Local Adaptation

fedlearner

A multi-party collaborative machine learning framework

fedma

Code for Federated Learning with Matched Averaging, ICLR 2020.

fedmd_clean

FedMD: Heterogenous Federated Learning via Model Distillation

fedml

(PyTorch > 1.0) A Research-Oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation

fednova

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

fedprox-1

Federated Optimization in Heterogeneous Networks (MLSys '20)

fl-optimal-client-sampling

fl-text-models

Federated learning with text DNNs for DATA 591 at University of Washington.

flash

flowblaze

FlowBlaze: Stateful Packet Processing in Hardware

flperf

Benchmark for Federated Learning

fltk

Federation Learning Toolkit

fmtl

Federated Multi-Task Learning

fold

Deep learning with dynamic computation graphs in TensorFlow

fppdl

code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"