Lists (7)
Starred repositories
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
Ray - A curated list of resources: https://github.com/ray-project/ray
RayLEAF: a flexible, highly-scalable benchmark for federated learning
FedRay: a Research Framework for Federated Learning based on Ray
nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy
Awesome MCP Servers - A curated list of Model Context Protocol servers
LPIPS metric. pip install lpips
Papers related to Federated Learning in all top venues
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
Latex code for making neural networks diagrams
Matplotlib style sheets to nicely format figures for scientific papers, thesis and presentations while keeping them fully editable in Adobe Illustrator.
A decentralized learning research framework
Machine Learning Course, Sharif University of Technology
NVIDIA Federated Learning Application Runtime Environment
Example notebooks demonstrating how to use Clara Train to build Medical Imaging Deep Learning models
GradAttack is a Python library for easy evaluation of privacy risks in public gradients in Federated Learning, as well as corresponding mitigation strategies.
JulieZqq33 / FedProx-Non-IID
Forked from TsingZ0/PFLlibPersonalized federated learning simulation platform with Non-IID and unbalanced dataset
Docker hosts and containers monitoring with Prometheus, Grafana, cAdvisor, NodeExporter and AlertManager
DeepSparkHub selects hundreds of application algorithms and models, covering various fields of AI and general-purpose computing, to support the mainstream intelligent computing scenarios.
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet…
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs o…
A multiple parties joint, distributed execution engine based on Ray, to help build your own federated learning frameworks in minutes.
This repo contains a simple room booking API to demonstrate secure implementation of Role-based Access Control (RBAC) in Go with jwt-go package.
A collection of various deep learning architectures, models, and tips
Clean Architecture template for Golang services
decentralized peer to peer network using TCP sockets with features like file transfer and messaging as well as opportunity to expand.