collaborative-learning 开源项目推荐（99 个）

SJRiz /pytogether

Source code for pytogether.org — A fully browser-based collaborative IDE with real-time editing, live drawing, and voice chat.

epfml /disco

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.

coperception /coperception

用于多智能体协作感知的SDK。

ai4ce /DiscoNet

[NeurIPS2021]学习多智能体感知的精炼协作图

PrivPkt /PrivPkt

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

codersanjeev /learn-git

Learn Git & GitHub | Beginner-friendly guide to contributing to open source projects | Step-by-step Git commands and best practices

oleg-koval /counter-interview.dev

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

mc2-project /secure-xgboost

Secure collaborative training and inference for XGBoost.

fhaghighi /DiRA

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

CyberDataLab /nebula

NEBULA: A Platform for Decentralized Federated Learning

taco-group /STAMP

[ICLR'25] Official Implementation of STAMP: Scalable Task And Model-agnostic Collaborative Perception

XinyiYS /CollaborativeFairFederatedLearning

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

RutgersDM /DKGR

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

ctuning /ck-analytics

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:

manjahdani /CSBAD

Expert Systems With Applications - Camera clustering for scalable stream-based active distillation

icon-lab /FedGAT

Official implementation of FedGAT: Generative Autoregressive Transformers for Model-Agnostic Federated MRI Reconstruction (https://arxiv.org/abs/2502.04521)

enriquetomasmb /fedstellar

Fedstellar: A Platform for Decentralized Federated Learning

legalaspro /unity_multiagent_rl

Multi-agent reinforcement learning framework for Unity environments. Implements MAPPO, MASAC, MATD3, and MADDPG with comprehensive evaluation tools. Features sample-efficient training, competitive analysis, and pre-trained models achieving great performance in Tennis and Soccer environments.

htlin222 /mcq-bank

Collaborative MCQ study system — wiki-style explanations, threaded discussion, timed mock exams. Full-stack Cloudflare (Workers + D1 + R2 + Access), free tier.

sujaudd1n /learnlang

Simple and efficient way to learn a new programming language.