fedjax
FATE
| fedjax | FATE | |
|---|---|---|
| 1 | 2 | |
| 249 | 5,510 | |
| 0.4% | 0.6% | |
| 4.6 | 9.9 | |
| 7 months ago | about 2 months ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
fedjax
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[R] Google AI 0pen Sources ‘FedJAX’, A JAX-based Python Library for Federated Learning Simulations
A new google study introduces FedJAX, a JAX-based open-source library for federated learning simulations that emphasizes ease-of-use in research. FedJAX intends to construct and assess federated algorithms faster and easier for academics by providing basic building blocks for implementing federated algorithms, preloaded datasets, models, and algorithms, and fast simulation speed.
FATE
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[D] Federated Learning Libraries in 2022?
FATE is very popular in China.
- Federated Learning
What are some alternatives?
FedScale - FedScale is a scalable and extensible open-source federated learning (FL) platform.
flower - Flower: A Friendly Federated Learning Framework
openfl - An open framework for Federated Learning.
ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
openfl - The Open Flash Library for creative expression on the web, desktop, mobile and consoles.
jax - Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
FederatedScope - An easy-to-use federated learning platform
PySyft - Perform data science on data that remains in someone else's server
breaching - Breaching privacy in federated learning scenarios for vision and text
openRiskScore - A python framework for risk scoring