An open framework for Federated Learning.
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Updated
Aug 21, 2024 - Jupyter Notebook
An open framework for Federated Learning.
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.
[NeurIPS2021] Learning Distilled Collaboration Graph for Multi-Agent Perception
An SDK for multi-agent collaborative perception.
Privacy Preserving Collaborative Encrypted Network Traffic Classification (Differential Privacy, Federated Learning, Membership Inference Attack, Encrypted Traffic Classification)
a collaborative collection of interview questions collected from both sides of the game: Interviewer(s) and Interviewee.
Secure collaborative training and inference for XGBoost.
Official PyTorch Implementation for DiRA: Discriminative, Restorative, and Adversarial Learning for Self-supervised Medical Image Analysis - CVPR 2022
Official implementation of our work "Collaborative Fairness in Federated Learning."
Learning to Walk with Dual Agents for Knowledge Graph Reasoning (AAAI'22)
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:
Um repositório de código aberto para desenvolvedores compartilharem conhecimento e experiência. Vamos aprender e crescer juntos! 🚀
Fedstellar: A Platform for Decentralized Federated Learning
Simple and efficient way to learn a new programming language
NEBULA: A Platform for Decentralized Federated Learning
A Collaborative Learning platform: cataloging and remixing of Open Educational Resources (OER), e-mentoring and e-tutoring, Learning Analytics (LA), and more.
Human-Agent Collaborative Deep Reinforcement Learning
The code for the paper "Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards" AAAI'22 Oral Presentation.
Changemakers want to solve big social problems. Changemappers help them find & support each other and long-lasting impactful systemic change.
Slides for the RStudio Enterprise Community Meetup
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