Ashkan Pirmani's repositories
azure-ml-federated-learning
Examples and recipes around federated learning in Azure ML.
developerFolio
🚀 Software Developer Portfolio Template that helps you showcase your work and skills as a software developer.
FL4E
Federated Learning For Everyone (FL4E)
FL4E-Analysis
FL4E-Analysis
Hack4Health
Hackathon
NIID-Bench-modified
We modify the NIID-Bench so that it can fit our settings.
dozzle
Realtime log viewer for docker containers.
FedLab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
FedML
A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)
FL-SC-NIID
Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks
fltk
Federation Learning Toolkit
GFL
Galaxy Federated Learning Framework （星际联邦学习框架）
HarmoFL
[AAAI'22] HarmoFL: Harmonizing Local and Global Drifts in Federated Learning on Heterogeneous Medical Images
KubeFATE
Manage federated learning workload using cloud native technologies.
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
NIID-Bench
Federated Learning on Non-IID Data Silos: An Experimental Study
pFedMe
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
PFL-Non-IID
The origin of the Non-IID phenomenon is the personalization of users, who generate the Non-IID data. With Non-IID (Not Independent and Identically Distributed) issues existing in the federated learning setting, a myriad of approaches has been proposed to crack this hard nut. In contrast, the personalized federated learning may take the advantage of the Non-IID data to learn the personalized model for each user. Thanks to @Stonesjtu, this platform can also record the GPU memory usage for the model.
Rosetta
A Privacy-Preserving Framework Based on TensorFlow
vivek9patel.github.io
Personal portfolio website of theme Ubuntu 20.04, made using NEXT.js & tailwind CSS
wireguard-install
WireGuard VPN installer for Linux servers