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ashkan-pirmani

ashkan-pirmani.github.io

awesome-federated-learning

All materials you need for Federated Learning: blogs, videos, papers, and softwares, etc.

azure-ml-federated-learning

Examples and recipes around federated learning in Azure ML.

bulky

clara-train-examples

Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models

developerfolio

🚀 Software Developer Portfolio Template that helps you showcase your work and skills as a software developer.

docker-headless-vnc-container

Collection of Docker images with headless VNC environments

docker-ubuntu-unity-novnc

Dockfile for Ubuntu with Unity desktop environment and noVNC.

docker-ubuntu-vnc-desktop

A Docker image to provide web VNC interface to access Ubuntu LXDE/LxQT desktop environment.

dozzle

Realtime log viewer for docker containers.

experiment_with_tf_federated

Comparison between federated and centralized training method

fedbn

[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

federated-1

A framework for implementing federated learning.

federated-2

Bachelor's Thesis in Computer Science: Privacy-Preserving Federated Learning Applied to Decentralized Data

federated-averaging-tutorials

A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.

federated-learning

Everything about Federated Learning (papers, tutorials, etc.) -- 联邦学习

federated-learning-purdue-project

Documentation of my Federated Learning Project

federatedlearning

Federated Learning Demo in Python using Socket Programming

federatedpy

FederatedPy

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)

fedn

A highly scalable and flexible federated learning framework

fednova

PyTorch implementation of FedNova (NeurIPS 2020), and a class of federated learning algorithms, including FedAvg, FedProx.

fedtorch

FedTorch is a generic repository for benchmarking different federated and distributed learning algorithms using PyTorch Distributed API.

fl-sc-niid

Rethinking Data Heterogeneity in Federated Learning: Introducing a New Notion and Standard Benchmarks

fl4e

Federated Learning For Everyone (FL4E)

fl4e-analysis

FL4E-Analysis

flower

Flower - A Friendly Federated Learning Framework

fltk

Federation Learning Toolkit