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harvard-edge/cs249r_book

ML Systems textbook and hands-on learning stack for building real-world AI systems

22.1K

Active

JavaScript

Books & Guides

ML Ops

#machine-learning-systems#ai-engineering#ml-ops

mit-han-lab/once-for-all

A library for training and deploying efficient AI models on edge devices and mobile apps.

1.9K

Archived

Python

Inference

ML Ops

PyTorch

#acceleration#automl#edge-ai

uTensor/uTensor

uTensor is a TinyML AI inference library for microcontrollers and edge devices, enabling embedded AI applications.

1.9K

Experimental

C++

Inference

API Frameworks

#tinyml#embedded-ai#microcontrollers

Dobiasd/frugally-deep

A lightweight C++ library for using Keras (TensorFlow) models in edge computing and embedded applications.

1.1K

Stable

C++

AI SDKs & Wrappers

API Frameworks

TensorFlow

#c++#keras#tensorflow

mit-han-lab/tinyml

This is a library for running TinyML (Tiny Machine Learning) models on low-power devices like microcontrollers.

1.1K

Archived

Python

ML Ops

CLI Tools

Python

#tinyml#microcontrollers#embedded-systems

sipeed/TinyMaix

TinyMaix is a tiny inference library for microcontrollers, enabling efficient AI/ML on resource-constrained devices.

1.0K

Experimental

Inference

Arduino & Embedded

#tinyml#microcontroller#inference

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