pfl-research
MetisFL
pfl-research | MetisFL | |
---|---|---|
1 | 43 | |
193 | 531 | |
23.8% | 0.0% | |
8.4 | 9.3 | |
5 days ago | 6 months ago | |
Python | Python | |
Apache License 2.0 | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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.
pfl-research
MetisFL
- [D] Scaling Neuroscience Research Using Federated Learning
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We created an open source SDK. Any feedback is important for us!
We have created a new project on GitHub called MetisFL, a federated learning framework that allows developers to federate their machine learning workflows and train their models across distributed datasets without having to collect the data in a centralized location.
- Show HN: New GitHub Project Help Needed
- A lighting-fast and developer-friendly Federated Learning SDK
- Looking for open source developers on GitHub
- Enterprise-ready and developer-friendly Federated Learning SDK
What are some alternatives?
flower - Flower: A Friendly Federated Learning Framework
FedML - 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 on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://fedml.ai) is your generative AI platform at scale.
webdevamin - My freelance web agency website
AIJack - Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)
upvpn-app - UpVPN is the world's first Serverless VPN. The VPN app is available for macOS, Linux, Windows, and Android. The UpVPN service can also be used with any WireGuard compatible client using the Web Device feature.
frugally-deep - A lightweight header-only library for using Keras (TensorFlow) models in C++.
billabear - Subscription Management and Billing System
ncnn - ncnn is a high-performance neural network inference framework optimized for the mobile platform
mockoon - Mockoon is the easiest and quickest way to run mock APIs locally. No remote deployment, no account required, open source.
FedScale - FedScale is a scalable and extensible open-source federated learning (FL) platform.
EdgeML - This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.