cauchy's repositories
PFLlib
Personalized federated learning simulation platform with non-IID and unbalanced dataset
async-FL
一个万用联邦学习框架，自由切换线程和进程模式。A universal federated learning framework, free to switch thread and process modes
FedTGP
AAAI 2024 accepted paper, FedTGP: Trainable Global Prototypes with Adaptive-Margin-Enhanced Contrastive Learning for Data and Model Heterogeneity in Federated Learning
On-DemandFL
[AISTATS 2024] On-Demand Federated Learning for Arbitrary Target Class Distributions
CanvasEditor
Canvas 简历编辑器
Labs-Federated-Learning
Accenture Labs Federated Learning
Bilibili-Evolved
强大的哔哩哔哩增强脚本
FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://nexus.fedml.ai) is the dedicated cloud service for generative AI
FLSim
Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. FLSim is domain-agnostic and accommodates many use cases such as vision and text.
FedLab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
flower
Flower: A Friendly Federated Learning Framework
PyramidFL
[ACM MobiCom 2022] " PyramidFL: Fine-grained Data and System Heterogeneity-aware Client Selection for Efficient Federated Learning" by Chenning Li, Xiao Zeng, Mi Zhang, and Zhichao Cao.
FedFA
The open-souce code of FedFA: Federated Learning with Feature Anchors to Align Features and Classifiers for Heterogeneous Data, accepted by IEEE TMC.
FedScale
FedScale is a scalable and extensible open-source federated learning (FL) platform.
Oort
Oort: Efficient Federated Learning via Guided Participant Selection
RethinkFL
CVPR2023 - Rethinking Federated Learning with Domain Shift: A Prototype View
FedProx
Federated Optimization in Heterogeneous Networks (MLSys '20)
vue-manage-system
基于Vue3 + Element Plus 的后台管理系统解决方案
FedCor
Codes for the paper FedCor: Correlation-Based Active Client Selection Strategy for Heterogeneous Federated Learning
FLIS
FLIS: Clustered Federated Learning via Inference Similarity for Non-IID Data Distribution
FedAlign
Official repository for Local Learning Matters: Rethinking Data Heterogeneity in Federated Learning [CVPR 2022 Oral, Best Paper Finalist]
HCSFL
Client Selection for Federated Learning with Heterogeneous Resources in Mobile Edge
cloudsim
CloudSim: A Framework For Modeling And Simulation Of Cloud Computing Infrastructures And Services
FedMatch
This repository is an official Tensorflow 2 implementation of Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning
bilibili-API-collect
哔哩哔哩-API收集整理【不断更新中....】
deep-learning-for-image-processing
deep learning for image processing including classification and object-detection etc.
DROO
Deep Reinforcement Learning for Online Computation Offloading in Wireless Powered Mobile-Edge Computing Networks
cluster-data
Borg cluster traces from Google