ramie0802 Goto Github PK

adversarial_autoencoder

A wizard's guide to Adversarial Autoencoders

asynchronous-federated-learning-based-mobility-aware-caching-in-vehicular-edge-computing

communication-efficient-fl-in-iot

content-routing-design

This repository addresses popular content routing design for public transportation as discussed in my Ph.D. thesis titled as: "Popular Content Distribution in Public Transportation Using Artificial Intelligence Techniques". The code used for the entire content routing design is provided twice using two programming languages, namely: Python and MATL

cooperative-caching-in-vec-based-on-asynchronous-fl-and-drl

covid19_mobility

COVID-19 Mobility Data Aggregator. Scraper of Google, Apple, Waze and TomTom COVID-19 Mobility Reports🚶🚘🚉

cs-upl

fadnet

Deep Federated Learning for Autonomous Driving

fedcollab

[ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.

federated-learning-for-human-mobility-models

Thanks to the proliferation of smart devices, such as smartphones and wearables, which are equipped with computation, communication and sensing capabilities, a plethora of new location-based services and applications are available for the users at any time and everywhere. Understanding human mobility has gain importance to offer better services abl

federated-learning-on-mnist

Need to train on the MNIST dataset using federated learning However the gradient should not come up to central server in raw form

federated-learning-research

An implementation of federated learning research baseline methods based on FedML-core, which can be deployed on real distributed cluster and help researchers to explore more problems existing in real FL systems.

fedvision

Federated Computer Vision Engine

flt

mnist-federated

Experiments on MNIST dataset and federated training using Flower framework

multi-center-fed-learning

fully ready experiments

pytorch-sentiment-classification

LSTM and CNN sentiment analysis

simobility

simobility - light-weight mobility simulation framework. Best for quick prototyping

task-offloading-edge-computing

Simulation code for multi-user offloading in edge computing newtorks

tensor-house

A collection of reference machine learning and optimization models for enterprise operations: marketing, pricing, supply chain