hamidkm9/sefr

1.0.1

Latest
uploaded 6 hours ago
Machine learning (TinyML) classifier that trains on the ESP32 itself, in one pass over the data. SEFR (arXiv:2006.04620) learns a linear multiclass model from streamed sensor samples, with an optional LDA refining pass. Header-only, no dynamic memory.

1 example

  • train_on_device
    Trains SEFR on ESP32 using the Iris dataset, then tests held-out samples with and without LDA refinement.
    2.88 KB