EdgeML
MetisFL
| EdgeML | MetisFL | |
|---|---|---|
| 1 | 43 | |
| 1,541 | 531 | |
| 0.8% | 0.0% | |
| 0.0 | 9.3 | |
| about 1 month ago | 6 months ago | |
| C++ | Python | |
| GNU General Public License v3.0 or later | 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.
EdgeML
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Great Quantization Libraries? [D]
There is compiler from microsoft called SEEDOT https://github.com/microsoft/EdgeML/tree/master/tools/SeeDot , very good for 8bit , not sure for 4bit , what is usecase you compile it down to 4 bit systems
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?
tinyengine - [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory
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.
nebuly - The user analytics platform for LLMs
webdevamin - My freelance web agency website
vit.cpp - Inference Vision Transformer (ViT) in plain C/C++ with ggml
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 - 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.