pyTsetlinMachine
SLID-on-Microcontrollers
| pyTsetlinMachine | SLID-on-Microcontrollers | |
|---|---|---|
| 1 | 1 | |
| 122 | 1 | |
| 1.6% | - | |
| 5.8 | 10.0 | |
| 2 months ago | over 1 year ago | |
| C | C | |
| MIT License | MIT License |
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pyTsetlinMachine
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[R] Drop Clause boosts Tsetlin Machine accuracy up to +4% and training speed up to 4x
Hi u/pddpro, there are unfortunately few tutorials available. There are some video resources here: https://github.com/cair/TsetlinMachine#videos and some demos here: https://github.com/cair/pyTsetlinMachine. Currently writing a book: Introduction to Tsetlin Machines. Plan to share drafts of the chapters here as I proceed, including tutorials.
SLID-on-Microcontrollers
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Train and run a neural network on an STM32 using Tensorflow-Lite
For a university project we had to come up with a simple project idea that uses machine learning on microcontrollers. We decided to go on spoken language identification, which means our board records your voice and classifies the spoken language after recording 10 seconds of audio with the onboard microphone. You can find the project on my github.
What are some alternatives?
MLJ.jl - A Julia machine learning framework
adorad - Fast, Expressive, & High-Performance Programming Language for those who dare
TsetlinMachine - Code and datasets for the Tsetlin Machine
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
Tribuo - Tribuo - A Java machine learning library
lab - A customisable 3D platform for agent-based AI research
rpart - Recursive Partitioning and Regression Trees
Nerve - This is a basic implementation of a neural network for use in C and C++ programs. It is intended for use in applications that just happen to need a simple neural network and do not want to use needlessly complex neural network libraries.
pycaret - An open-source, low-code machine learning library in Python
tevr-asr-tool - State-of-the-art (ranked #1 Aug 2022) German Speech Recognition in 284 lines of C++. This is a 100% private 100% offline 100% free CLI tool.
willow - Open source, local, and self-hosted Amazon Echo/Google Home competitive Voice Assistant alternative