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emlearn / emlearn-micropython

Machine Learning and Digital Signal Processing for MicroPython

Why this job: works in the areas we cover, but does not say which job it does

What it does

  • Classification with RandomForest/DecisionTree models
  • Classification and on-device learning with K-Nearest Neighbors (KNN)
  • Classification with Convolutional Neural Network (CNN), using TinyMaix library.
  • Regression and on-device learning with Linear Regression
  • Fast Fourier Transform (FFT) for feature preprocessing, or general DSP

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 3 months ago
Stars
169
+1 this week
Licence
MIT
Allows business use
Downloads for
None listed
No release files
Latest version
0.11.1
Released 6 months ago
Built with
C
32% of the code

Is it looked after?

Contributors
Not stated
Last 90 days
Issues
67% closed
9 still open
Pull requests
36 merged
2 waiting
Releases
12
4 in the last year

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More: languages, topics and project record

Languages

  • C 32%
  • Python 32%
  • Jupyter Notebook 29%
  • TeX 4%

Topics

  • embedded-systems
  • machine-learning
  • micropython
  • python
  • tinyml

Project record

  • JobOther AI tools
  • StatusListed
  • Commits751
  • Forks20
  • Watching4
  • Stars in 28 days+2
  • CreatedJul 25, 2023
  • First seen by usNov 7, 2026
  • CheckedNov 8, 2026

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