singmeasong

Oort

Oort: Efficient Federated Learning via Guided Participant Selection

constrained-hamiltonian-neural-networks

Wireless-FL

fedavgpy

On the Convergence of FedAvg on Non-IID Data

Federated-Learning-PyTorch

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

BACombo

ResnetGPT

用Resnet101+GPT搭建一个玩王者荣耀的AI

Multi-Armed-Bandit-Based-Client-Scheduling-for-Federated-Learning

Code Implemntion from the article Multi-Armed Bandit Based Client Schedulingfor Federated Learning

Image-Harmonization-Dataset-iHarmony4

[CVPR 2020] The first large-scale public benchmark dataset for image harmonization. The code used in our paper "DoveNet: Deep Image Harmonization via Domain Verification", CVPR2020. Useful for image harmonization, image composition, etc.

FEDL-INFOCOM

Federated Learning over Wireless Networks

ifca

Codebase for An Efficient Framework for Clustered Federated Learning.

DL2

a deep learning-driven scheduler for elastic training in deep learning clusters

CMFL

CMFL: Mitigating Communication Overhead for Federated Learning / PyTorch reimplementation.

federated-meta

Unofficial Pytorch implementation of "Federated Meta-Learning with Fast Convergence and Efficient Communication"

Swin-Transformer

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

algorithm-base

一位酷爱做饭的程序员，立志用动画将算法说的通俗易懂。我的面试网站 www.chengxuchu.com

ML-Simplest-Scenario

The simplest Unity ML Agents scenario I could think of

Soccer-using-colaboraton-competition

Teaching four AI agents to perform as strikers and goalies respectively in a Unity soccer environment

Continuous-Control-using-DDPG

Presenting the ability of Deep Deterministic Policy Gradient (DDPG) in solving model-free RL environments

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

ddpg-reacher

Solve reacher (unity ml-agents) using deep deterministic policy gradients (DDPG)

UnityML-Continuous-Control

A Deep Reinforcment Learning Project using PPO

ml-agents-hyperparams

Automated Hyperparameter Search for Unity ML-Agents

visual_comm

an interactive visualisation of some basic concepts in wireless communication

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

Paper-with-Code-of-Wireless-communication-Based-on-DL

无线与深度学习结合的论文代码整理/Paper-with-Code-of-Wireless-communication-Based-on-DL

Awesome-Federated-Learning

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

FLDRL-in-Wireless-Communication

Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication

flsim

A simulation framework for Federated Learning written in PyTorch

federated-learning