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ai_course

async-fl

a federated learning framework for supporting asynchronous fl, semi-asynchronous fl, synchronous fl and personalized fl. 一个支持异步联邦学习、半异步联邦学习、同步联邦学习和个性化联邦学习的联邦学习框架。

awesome

Github Trending榜高赞与趣味项目速览。主理人：同济子豪兄

awesome-cpp

A curated list of awesome C++ (or C) frameworks, libraries, resources, and shiny things. Inspired by awesome-... stuff.

awesome-federated-learning

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

awesome-federated-learning-on-graph-and-tabular-data

Federated learning on graph and tabular data related papers, frameworks, and datasets.

awesome-federated-machine-learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

carla

Open-source simulator for autonomous driving research.

chatgpt_academic

科研工作专用ChatGPT拓展，特别优化学术Paper润色体验，支持自定义快捷按钮，支持自定义函数插件，支持markdown表格显示，Tex公式双显示，代码显示功能完善，新增本地Python/C++/Go项目树剖析功能/项目源代码自译解能力，新增PDF和Word文献批量总结功能/PDF论文全文翻译功能

chatpaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复

code-of-learn-deep-learning-with-pytorch

This is code of book "Learn Deep Learning with PyTorch"

comac-fl

Simulation code for Federated Learning with Over-the-Air Computation.

coopfl-demo

cplusplus-_implementation_of_introduction_to_algorithms

《算法导论》第三版中算法的C++实现

deeplearning--wnagshusen

drl-wangshusen

Deep Reinforcement Learning

easyfl

An experimental platform to quickly realize and compare with popular centralized federated learning algorithms. A realization of federated learning algorithm on fairness (FedFV, Federated Learning with Fair Averaging, https://fanxlxmu.github.io/publication/ijcai2021/) was accepted by IJCAI-21 (https://www.ijcai.org/proceedings/2021/223).

feddif

Official implementations for "Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID Data" paper.

federated-learning-pytorch

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

federated-learning-udp-wifi

We present UDP-based aggregation algorithms for federated learning. We also present a scalable framework for practical federated learning. We empirically evaluate the performance by training deep convolutional neural networks on the MNIST dataset and the CIFAR10 dataset.

fldrl-in-wireless-communication

Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication

gnn4com

kg-visualization

Knowledge graph visualization based on d3.js

llama3

The official Meta Llama 3 GitHub site

lstm_encoder_decoder

Build a LSTM encoder-decoder using PyTorch to make sequence-to-sequence prediction for time series data

lx-music-desktop

一个基于 electron 的音乐软件

machinelearning-ai

This repository contains all the work that I regularly did and studied from Medium blogs, several research papers, and other Repos (related/unrelated to the research papers).

moss

MOSS is a conversational language model like ChatGPT.

moss-new

An open-source tool-augmented conversational language model from Fudan University

openwifi

open-source IEEE 802.11 WiFi baseband FPGA (chip) design: driver, software