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Tinyml Python Packages

Python packages with the GitHub topic tinyml. Sorted by relevance, with stars and monthly downloads.
emlearn
emlearn

Machine Learning inference engine for Microcontrollers and Embedded devices

6K 726 73
h3x4g0ns
model2c

ML model to low-level inference convertor

992 1 0
harvard-edge
mlsysim

Machine Learning Systems

970 24K 3K
mit-han-lab
ofa

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

594 2K 343
pulp-platform
deeploy-pulp

DNN Compiler for Heterogeneous SoCs

308 68 43
tszydlo
fogml

Source code generators for machine learning models.

278 41 8
ai-techsystems
deepc

vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers

235 603 92
Shuuida
miniml-engine

MiniML is a lightweight ML framework dedicated to training neural networks in embedded systems, redefining conventional and heavyweight models (NN, RF, DT, SVM, LR, KNN) into different methods that can be exported and executed on low-cost microcontrollers (Arduino, ESP32, STM32).

226 1 0
mit-han-lab
mcunet

MCUNet: Tiny Deep Learning on IoT Devices

177 693 108
jonnor
emtrees

Machine Learning inference engine for Microcontrollers and Embedded devices

142 726 73
lucastsutsui
embml

A tool to support using classification models in low-power and microcontroller-based embedded systems.

118 18 1
alexhaya4
tinyml-deployer

CLI tool for deploying TensorFlow Lite models to ESP32 and STM32 microcontrollers

111 1 1
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