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Search results for python federation
federation
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python
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41 search results found
Fate
⭐
5,366
An Industrial Grade Federated Learning Framework
Fedml
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3,946
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
Flower
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3,545
Flower: A Friendly Federated Learning Framework
Federated
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2,231
A framework for implementing federated learning
Bookwyrm
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2,083
Social reading and reviewing, decentralized with ActivityPub
Magma
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1,623
Platform for building access networks and modular network services
Federated Learning
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1,042
A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561
Microblog.pub
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1,013
A self-hosted, single-user, ActivityPub powered microblog.
Federated Learning Pytorch
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902
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
Gae Boilerplate
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685
Google App Engine Boilerplate
Federated
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630
A collection of Google research projects related to Federated Learning and Federated Analytics.
Leaf
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630
Leaf: A Benchmark for Federated Settings
Pysaml2
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525
Python implementation of SAML2
Fedprox
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465
Federated Optimization in Heterogeneous Networks (MLSys '20)
Paddlefl
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436
Federated Deep Learning in PaddlePaddle
Socialhome
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351
A federated social home
Bridgy Fed
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253
🌉 A bridge between decentralized social network protocols
Fedjax
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240
FedJAX is a JAX-based open source library for Federated Learning simulations that emphasizes ease-of-use in research.
Backdoors101
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231
Backdoors Framework for Deep Learning and Federated Learning. A light-weight tool to conduct your research on backdoors.
Keymaker
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227
Lightweight SSH key management on AWS EC2
Gfl
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186
Galaxy Federated Learning Framework (星际联邦学习框架)
Fedmsg
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172
Federated Messaging with ZeroMQ
Federated Averaging Tutorials
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156
A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.
Adaptive Federated Learning
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152
Code for paper "Adaptive Federated Learning in Resource Constrained Edge Computing Systems"
Research
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151
Kaapana
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135
Kaapana (from the hawaiian word kaʻāpana, meaning “distributor” or “part”) is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging.
Graphene Federation
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134
Federation support for graphene
Fair_flearn
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121
Fair Resource Allocation in Federated Learning (ICLR '20)
Modelpoisoning
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121
Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470
Federation
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113
Python library for abstracting social federation protocols
Fedn
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108
A scalable, resilient and model agnostic federated learning framework.
Federated Learning Public Code
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104
Backdoor_federated_learning
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102
Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)
Pfedme
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101
Personalized Federated Learning (pFedMe) using Pytorch (NeurIPS 2020)
Doc Chn
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96
FedAI 社区中文文档
Adfsbrute
⭐
85
A script to test credentials against Active Directory Federation Services (ADFS), allowing password spraying or bruteforce attacks.
Fedreid
⭐
84
Implementation of Federated Learning to Person Re-identification (Code for ACMMM 2020 paper)
Privpkt
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81
Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification)
Fedma
⭐
78
Code for Federated Learning with Matched Averaging, ICLR 2020.
Pylodon
⭐
68
Flask-based ActivityPub server
Federatedlearning
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68
Federated Learning Demo in Python using Socket Programming
Instagram2fedi
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67
Python script for crossposting from Instagram to Mastodon or Pixelfed
Federated Transfer Learning For Eeg
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64
This is the code of the paper "Federated Transfer Learning for EEG Signal Classification" published in IEEE EMBS 2020 (42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society in conjunction with the 43rd Annual Conference of the Canadian Medical and Biological Engineering Society July 20-24, 2020 via the EMBS Virtual Academy)
Flask Googleauth
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60
Super simple Google OpenID and Federated Auth for Flask apps.
Concurrentree
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57
A solution for concurrently editable rich text documents. Designed with P2P in mind, though works just as well for server-only federation. Developer email:
[email protected]
Vbfl
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57
Flask Googlefed
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56
Google Federated Logins for Flask.
Pyvertical
⭐
52
Privacy Preserving Vertical Federated Learning
Ibond Flex
⭐
50
FLEX (Federated Learning EXchange,FLEX) protocol is a set of standardized federal learning agreements designed by Tongdun AI Research Group。
Asynchronous Federated Learning
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49
Study of data imbalance and asynchronous aggregation algorithm on Federated Learning system (using PySyft)
Alohomora
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48
A Python utility to get temporary AWS API keys for SAML-federated users, supporting 2FA
Openair Epc Fed
⭐
48
Federation of all Open-Air-CN components
Federatedlearningusingpysyft
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48
Lg Fedavg
⭐
46
Federated Learning with Local and Global Representations
Gan Attack Against Federated Deep Learning
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46
The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.
Blockchainforfederatedlearning
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45
Democratize access to data, decentralize Artificial intelligence and enhance user privacy with Federated learning and Blockchain.
Epicyon
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45
ActivityPub server without Javascript, designed for simplicity and accessibility. Includes calendar, news and sharing economy features to empower your federated community.
Probabilistic Federated Neural Matching
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45
Bayesian Nonparametric Federated Learning of Neural Networks
Keystoneauth
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40
OpenStack Identity Authentication Library. Mirror of code maintained at opendev.org.
Privacyfl
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39
A Simulator for Privacy Preserving Federated Learning
Flsim
⭐
37
A simulation framework for Federated Learning written in PyTorch
Ssfl Benchmarking Semi Supervised Federated Learning
⭐
36
Benchmarking Semi-supervised Federated Learning
Fednas
⭐
34
FedNAS: Federated Deep Learning via Neural Architecture Search
Azuread Incident Response
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34
Notes on responding to security breaches relating to Azure AD
Authl
⭐
33
A library for managing federated identity
Ocrbot
⭐
32
An OCR (Optical Character Recognition) bot for Mastodon (and compatible) instances
Datapoisoning_fl
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31
Code for Data Poisoning Attacks Against Federated Learning Systems
Rfa
⭐
30
Robust aggregation for federated learning with the RFA algorithm.
Fedbiomed
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28
A collaborative learning framework for empowering biomedical research
Federated Pytorch Test
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27
Federated learning with PyTorch (federated averaging and consensus optimization): with 'reduced' bandwidth
Social Relay
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25
Public post relay for the Diaspora federated social network protocol
Xudd
⭐
25
xudd
Fed Att
⭐
25
Attentive Federated Learning for Private NLM
Collaborativefairfederatedlearning
⭐
25
Official implementation of our work "Collaborative Fairness in Federated Learning."
Lemmy Subscriber Bot
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24
Lemmy Subscriber Bot (LSB) for easy community federation :)
Federated Learning Mini Framework
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22
Federated Learning mini-framework with Keras
Simplicial Fl
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20
Simplicial-FL to manage client device heterogeneity in Federated Learning
Fppdl
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20
code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"
Django Federated Login
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20
Django Federated Login provides an authentication bridge between Django projects and OpenID-enabled identity providers.
Lukai
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19
Luk.ai Clients - Federated Machine Learning for Everyone!
Fldrl In Wireless Communication
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19
Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication
Spid Cie Oidc Django
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19
The SPID/CIE OIDC Federation SDK, written in Python
Nerlnet
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19
Nerlnet is a distributed machine learning platform for experiments and IoT deployment.
Private Ml For Health
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18
Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)
Fedpa
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18
Federated posterior averaging implemented in JAX
Openlgd
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17
openLGD is a Python powered library for the statistical estimation of Credit Risk Loss Given Default models. It can be used both as standalone library and in a federated learning context where data remain in distinct (separate) servers
Fl Sim
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17
Kubefl
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17
Federated Learning Infra Architecture on Kubernetes(EKS)
Fedl
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17
FEDL-Federated Learning algorithm using TensorFlow
Feddane
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17
FedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19)
Federated Learning And Split Learning With Raspberry Pi
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17
SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things
Fedvision
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16
Federated Computer Vision Engine
Starlette Graphql
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16
The starlette GraphQL implement, which support query, mutate and subscription.
Ariadne Extensions
⭐
15
Set of scripts and helper utilities to extend Ariadne GraphQL library
Fl Optimal Client Sampling
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15
Ruslawod
⭐
15
Russian Law as Open Data
Fedfusion
⭐
15
The implementation of "Towards Faster and Better Federated Learning: A Feature Fusion Approach" (ICIP 2019)
Gcp Aws Webidentityfederation
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15
AWS Auth using WebIdentityFederation from Google Cloud
Slack Matrix Migration
⭐
15
A tool to import a Slack export into a Matrix homeserver
Grouprox
⭐
15
FedGroup, A Clustered Federated Learning framework based on Tensorflow
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