FATE-Client
by FederatedAI
AI summary
Federated Learning Toolkit
Provides tools and APIs for designing, scheduling, and running federated machine learning jobs in a secure and efficient manner.
- stars
- 3
- forks
- 4
- watching
- 14
Similar projects
Found by comparing what the projects do, not just their names.
Federated Learning Platform
An end-to-end federated learning workflow platform for managing data and models across multiple parties
Federated learning server
A high-performance serving system for federated learning models, providing support for online algorithms, real-time inference, and model management.
Federated testing framework
A collection of tools and tests for evaluating the performance of federated machine learning systems
Model debugger
A visualization tool for federated learning modeling to monitor and improve models
Federated learning library
An implementation of federated learning with prototype-based methods across heterogeneous clients
Federated learning framework
Develops and evaluates federated learning algorithms for personalizing machine learning models across heterogeneous client data distributions.
Federated Learning Framework
A framework for non-IID federated learning via neural propagation
Federated Learning Framework
A framework for collaborative distributed machine learning in enterprise environments.
Federated Learning Framework
Evaluates various methods for federated learning on different models and tasks.
Federated Learning Platform
A comprehensive platform for federated learning, providing an event-driven architecture and flexible customization for various tasks in academia and industry.
Machine learning framework
A framework for distributed machine learning
Federated Learning Suite
An implementation of federated learning and split learning techniques with PyTorch on the HAM10000 dataset
Federated learning model
A Python implementation of Personalized Federated Learning with Graph using PyTorch.
Data Fusion Tool
This project enables federated learning across partially class-disjoint data with curated bilateral curation.
FL platform
A federated learning platform with tools and datasets for scalable and extensible machine learning experimentation