An open API service providing repository metadata for many open source software ecosystems.

Topic: "vertical-federated-learning"

chaoyanghe/Awesome-Federated-Learning

FedML - The Research and Production Integrated Federated Learning Library: https://fedml.ai

Size: 210 KB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 1,950 - Forks: 329

OpenMined/PyVertical

Privacy Preserving Vertical Federated Learning

Language: Python - Size: 23.9 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 218 - Forks: 52

monk1337/Aweome-Heathcare-Federated-Learning

A curated list of Federated Learning papers/articles and recent advancements.

Size: 454 KB - Last synced at: 8 days ago - Pushed at: about 2 years ago - Stars: 94 - Forks: 16

hacdias/blocklearning 📦

Blockchain-based federated learning modular framework.

Language: Python - Size: 63.5 KB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 7

sb-ai-lab/Stalactite

Stalactite is the framework implementing the vertical federated learning paradigm.

Language: Python - Size: 1.89 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 33 - Forks: 0

ngc436/awesome-vertical-federated-learning

A curated list of advancements in Vertical Federated Learning, frameworks and libraries.

Size: 115 KB - Last synced at: 11 days ago - Pushed at: 4 months ago - Stars: 32 - Forks: 2

Xtra-Computing/FedSim

A coupled vertical federated learning framework that boosts the model performance with record similarities (NeurIPS 2022)

Language: Python - Size: 6.35 MB - Last synced at: 24 days ago - Pushed at: about 2 years ago - Stars: 26 - Forks: 5

mtuann/federated-learning-updated-papers

Papers related to Federated Learning in all top venues

Size: 4.23 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 24 - Forks: 2

TTitcombe/simple-vfl

A demo of vertical federated learning on simple datasets

Language: Python - Size: 41 KB - Last synced at: 26 days ago - Pushed at: over 4 years ago - Stars: 22 - Forks: 2

zhxchd/vFedCCE

A vertical federated learning algorithm for classfication problems with gradient-based optimization.

Language: Jupyter Notebook - Size: 1.74 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 1

guanwei49/DUAL

DUAL: A Federated Unsupervised Anomaly Detection Framework for Collaborative Business Processes

Language: Python - Size: 58.6 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

APPFL/VerticalFL

Vertical Federated Learning Case Study using APPFL

Language: Jupyter Notebook - Size: 531 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

Andron00e/JAST 📦

''Just a Simple Transformation is Enough for Data Protection in Vertical Federated Learning''

Language: Jupyter Notebook - Size: 3.79 MB - Last synced at: 2 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 1