Build software better, together

securefederatedai / openfl

An Open Framework for Federated Learning.

python machine-learning deep-learning distributed-computing openfl secure-computation collaborative-learning federated-learning distributed-learning privacy-preserving-machine-learning federated-learning-framework fedavg fedprox pytorch-federated-learning tensorflow-federated-learning keras-federated-learning federated-analytics federated-deep-learning fedcurv fedopt

Updated Nov 13, 2024
Jupyter Notebook

epfml / disco

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DISCO is a code-free and installation-free browser platform that allows any non-technical user to collaboratively train machine learning models without sharing any private data.

machine-learning mobile browser collaborative-learning privacy-preserving federated-learning decentralized-learning

Updated Nov 12, 2024
TypeScript

coperception / coperception

Star

An SDK for multi-agent collaborative perception.

computer-vision deep-learning graph autonomous-driving knowledge-distillation communication-networks v2v collaborative-learning multi-agent-learning multi-agent-system graph-learning 3d-object-detection point-cloud-processing v2x-communication multi-agent-perception 3d-scene-understanding

Updated Apr 8, 2024
Python

ai4ce / DiscoNet

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[NeurIPS2021] Learning Distilled Collaboration Graph for Multi-Agent Perception

computer-vision deep-learning graph autonomous-driving knowledge-distillation communication-networks v2v collaborative-learning multi-agent-learning multi-agent-system graph-learning 3d-object-detection point-cloud-processing v2x-communication multi-agent-perception 3d-scene-understanding

Updated Sep 15, 2023

PrivPkt / PrivPkt

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Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification)

neural-network differential-privacy collaborative-learning federated-learning encrypted-traffic traffic-classification membership-inference-attack

Updated May 1, 2023
Python

oleg-koval / counter-interview.dev

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a collaborative collection of interview questions collected from both sides of the game: Interviewer(s) and Interviewee.

Updated Aug 24, 2024
SCSS

mc2-project / secure-xgboost

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Secure collaborative training and inference for XGBoost.

security data-science machine-learning privacy xgboost enclave collaborative-learning

Updated Oct 25, 2022
C++

fhaghighi / DiRA

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Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis - CVPR 2022

medical-imaging transfer-learning collaborative-learning self-supervised-learning instance-discrimination contrastive-learning

Updated Apr 8, 2024
Python

XinyiYS / CollaborativeFairFederatedLearning

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Official implementation of our work "Collaborative Fairness in Federated Learning."

privacy collaborative-learning federated-learning fairness-awareness-model fairness-ml

Updated May 28, 2024
Python

RutgersDM / DKGR

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Learning to Walk with Dual Agents for Knowledge Graph Reasoning (AAAI'22)

reinforcement-learning knowledge-graph collaborative-learning knowledge-graph-reasoning aaai2022

Updated Aug 22, 2022

ctuning / ck-analytics

Sponsor

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Collective Knowledge repository with actions to unify the access to different predictive analytics engines (scipy, R, DNN) from software, command line and web-services via CK JSON API:

json-api reproducible-research json-metadata collaborative-research collective-knowledge open-research dnn-as-a-service machine-learning-as-a-service unified-machine-learning unified-predictive-analytics unified-training unified-learning unified-prediction collaborative-learning

Updated Jul 10, 2021
Python

ImGabreuw / notes

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My Public Second Brain Framework and Style.

programming-language open-source software-engineering knowledge-sharing collaborative-learning

Updated Dec 30, 2023
TypeScript

CyberDataLab / nebula

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NEBULA: A Platform for Decentralized Federated Learning

python open-source platform machine-learning framework deep-learning neural-network decentralized artificial-intelligence communication-networks collaborative-learning decentralized-application federated-learning federated-learning-framework decentralized-federated-learning

Updated Nov 14, 2024
Python

enriquetomasmb / fedstellar

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Fedstellar: A Platform for Decentralized Federated Learning

python open-source platform machine-learning framework deep-learning decentralized artificial-intelligence communication-networks collaborative-learning decentralized-applications federated-learning decentralized-federated-learning

Updated Jul 12, 2024
Python

sujaudd1n / learnlang

Sponsor

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Simple and efficient way to learn a new programming language.

software-development programming-resources collaborative-learning programming-language-learning open-source-education language-learning-guide

Updated Sep 9, 2024
JavaScript

gtoffoli / commons

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A Collaborative Learning platform: cataloging and remixing of Open Educational Resources (OER), e-mentoring and e-tutoring, Learning Analytics (LA), and more.

python django oer mentoring erasmus cops collaborative-learning learning-pathways