There are 2 repositories under collaborative-learning topic.
An open framework for Federated Learning.
An SDK for multi-agent collaborative perception.
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 implementation of our work "Collaborative Fairness in Federated Learning."
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:
Fedstellar: A Platform for Decentralized Federated Learning
The code for the paper "Incentivizing Collaboration in Machine Learning via Synthetic Data Rewards" AAAI'22 Oral Presentation.
Human-Agent Collaborative Deep Reinforcement Learning
Repository of SWE573, Spring semester 2022, Boğaziçi University. This project is about developing a platform where people can learn, teach and socialize, completely for free. On this platform, members can create pages about topics they are learning about and post all kinds of resourses and learning materials.
Slides for the RStudio Enterprise Community Meetup
Changemakers want to solve big social problems. Changemappers help them find & support each other and long-lasting impactful systemic change.
Demonstration of unintentional leakage of private data in federated learning environment using Generative Adversarial Network (GAN)
Collaborative compiler with support for Pair Programming
Decentralized and Privacy-Preserving Machine Learning: Exploring the Power of Federated Learning.
Python script in Jupyter Notebooks to analyze Pandas DataFrames of UFO sightings and generate visualizations relating sighting frequency to state population between 1950-2000 in MatPlotLib.
[AAAI-24] TurboSVM-FL: Boosting Federated Learning through SVM Aggregation for Lazy Clients
A python library to simulate Collaborative Deep Learning. It provides the flexibility to simulate various network architectures, Collaborative Learning Stratergies, and privacy invasion attacks. Currently built for Pytorch, this library is a work in progress.
Virtual classroom for teaching Python 3 programming language
Official implementation of our ICML'22 paper: "On the Convergence of the Shapley Value in Parametric Bayesian Learning Games".
Collaborative Machine Learning approach to train a mode that classifies a person as smoker or non-smoker based on the user data. The distributed approach of training is done with secure model transmissions to central cloud location where Amazon EC2 instance aggregates the new model based on new training received in Homomorphically Encrypted forms
Welcome to the "Harnessing the Power of AI" workshop! This GitHub repository serves as a comprehensive resource for participants seeking hands-on learning and in-depth understanding of AI concepts, techniques, and tools.
Backend API application for Twincode. Twincode is a platform that allows to host pair programming sessions in a classroom or any other audience target.
Frontend application for Twincode. Twincode is a platform that allows to host pair programming sessions in a classroom or any other audience target.
Voice data capture throught respeaker-4-mic-array device
Apuntes de AET curso 23/24 ULL