User Guide

• 1. Getting started on PC (Linux/MacOS/Windows)
  • 1.1. Prerequisites
  • 1.2. Install scikit-learn
  • 1.3. Install emlearn
  • 1.4. Install MicroPython Unix port
  • 1.5. Install emlearn-micropython modules
  • 1.6. Create model in Python
  • 1.7. Use in MicroPython code
  • 1.8. Try it out
  • 1.9. Next
• 2. Getting started on device (ESP32/RP2/STM32/etc)
  • 2.1. Prerequisites
  • 2.2. Install mpremote
  • 2.3. Install emlearn-micropython modules
  • 2.4. Create model in Python
  • 2.5. Use in MicroPython code
  • 2.6. Try it out
  • 2.7. Next
• 3. Getting started for browser
  • 3.1. Prerequisites
  • 3.2. emlearn-micropython build for browser
  • 3.3. Setup web page
  • 3.4. Try it out
  • 3.5. Serving from device
• 4. Supported versions
  • 4.1. Supported MicroPython versions
  • 4.2. Supported hardware
• 5. Native modules
  • 5.1. Supported versions
    • 5.1.1. Find .mpy ABI version
    • 5.1.2. Find .mpy architecture
  • 5.2. Prebuilt native modules
  • 5.3. Installing using mip
• 6. External modules
  • 6.1. Supported versions
  • 6.2. Prerequisites
  • 6.3. Include external modules in build
    • 6.3.1. Example build
    • 6.3.2. Combining multiple modules