Topic: federated-learning Goto Github
Some thing interesting about federated-learning
Some thing interesting about federated-learning
federated-learning,Infrastructures™ for Machine Learning Training/Inference in Production.
User: 1duo
federated-learning,Complete-Life-Cycle-of-a-Data-Science-Project
User: achuthasubhash
federated-learning,Flower: A Friendly Federated Learning Framework
Organization: adap
Home Page: https://flower.ai
federated-learning,An easy-to-use federated learning platform
Organization: alibaba
Home Page: https://www.federatedscope.io
federated-learning,Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
User: ashwinrj
federated-learning,A curated list of awesome Distributed Deep Learning resources.
User: bharathgs
federated-learning,The first open Federated Learning framework implemented in C++ and Python.
Organization: bioint
Home Page: https://metisfl.org
federated-learning,A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and others.
Organization: bisonai
federated-learning,OpenHuFu is an open-sourced data federation system to support collaborative queries over multi databases with security guarantee.
Organization: buaa-bda
federated-learning,FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai
User: chaoyanghe
federated-learning,Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
User: charliedinh
federated-learning,An easy-to-use federated learning platform
Organization: easyfl-ai
federated-learning,Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
User: ebagdasa
federated-learning,An Industrial Grade Federated Learning Framework
Organization: federatedai
federated-learning,Manage federated learning workload using cloud native technologies.
Organization: federatedai
federated-learning,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://fedml.ai) is your generative AI platform at scale.
Organization: fedml-ai
Home Page: https://fedml.ai
federated-learning,Galaxy Federated Learning Framework (星际联邦学习框架)
Organization: galaxylearning
Home Page: http://galaxylearning.github.io/
federated-learning,FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
Organization: google
federated-learning,Federated learning on graph, especially on graph neural networks (GNNs), knowledge graph, and private GNN.
User: huweibo
federated-learning,Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond
User: innovation-cat
federated-learning,Code for Transfer Learning book--《迁移学习导论》配套代码
User: jindongwang
federated-learning,Breaching privacy in federated learning scenarios for vision and text
User: jonasgeiping
federated-learning,Benchmark of federated learning. Dedicated to the community. 🤗
User: karhoutam
federated-learning,Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
User: koukyosyumei
federated-learning,A Privacy-Preserving Framework Based on TensorFlow
Organization: latticex-foundation
federated-learning,Fair Resource Allocation in Federated Learning (ICLR '20)
User: litian96
federated-learning,Awesome Multitask Learning Resources
User: mbs0221
federated-learning,[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification
Organization: medmnist
Home Page: https://medmnist.com/
federated-learning,Personalized federated learning codebase for research
Organization: microsoft
Home Page: http://aka.ms/pfed
federated-learning,Perform data science on data that remains in someone else's server
Organization: openmined
Home Page: https://www.openmined.org/
federated-learning,resources about federated learning and privacy in machine learning
User: poga
federated-learning,Privacy-Preserving Computing Platform 由密码学专家团队打造的开源隐私计算平台,支持多方安全计算、联邦学习、隐私求交、匿踪查询等。
Organization: primihub
Home Page: https://docs.primihub.com/
federated-learning,Model-Contrastive Federated Learning (CVPR 2021)
User: qinbinli
federated-learning,Simulate a federated setting and run differentially private federated learning.
Organization: sap-samples
Home Page: https://arxiv.org/abs/1712.07557v1
federated-learning,A unified framework for privacy-preserving data analysis and machine learning
Organization: secretflow
Home Page: https://www.secretflow.org.cn/docs/secretflow/en/
federated-learning,An open framework for Federated Learning.
Organization: securefederatedai
Home Page: https://openfl.readthedocs.io/en/latest/index.html
federated-learning,A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
User: shaoxiongji
Home Page: http://doi.org/10.5281/zenodo.4321561
federated-learning,A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
Organization: smilelab-fl
Home Page: https://fedlab.readthedocs.io
federated-learning,Low-level Python library used to interact with a Substra network
Organization: substra
Home Page: https://docs.substra.org
federated-learning,FedScale is a scalable and extensible open-source federated learning (FL) platform.
Organization: symbioticlab
Home Page: https://fedscale.ai
federated-learning,We expose this user-friendly algorithm library (with an integrated evaluation platform) for beginners who intend to start federated learning (FL) study
User: tsingz0
federated-learning,:books: :eyeglasses: A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.
User: tushar-semwal
federated-learning,Handy PyTorch implementation of Federated Learning (for your painless research)
User: vaseline555
federated-learning,A curated list of references for MLOps
User: visenger
Home Page: https://ml-ops.org
federated-learning,算法刷题指南、Java多线程与高并发、Java集合源码、Spring boot、Spring Cloud等笔记,源码级学习笔记后续也会更新。
User: wardseptember
Home Page: https://wardseptember.github.io/notes/#/
federated-learning,All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.
User: weimingwill
Home Page: https://github.com/EasyFL-AI/EasyFL
federated-learning,Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shakespeare, mnist, cifar-10 and fashion-mnist. )
User: wenzhu23333
federated-learning,An experimental platform for federated learning.
User: wwzzz
federated-learning,Federated Learning Benchmark - Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)
Organization: xtra-computing
federated-learning,Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)
User: youngfish42
Home Page: https://youngfish42.github.io/Awesome-FL
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