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TODO.md

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TODO

(in no particular order)

  • get model training GenServer running

  • set knob handler to iterate through the bit patterns

  • run Model.init_loop in BrainServer init, and maybe train for one epoch, and the :epoch_completed event handler should send the whole model state to the BrainServer (perhaps a :model_updated event or something)

     Model.init_loop |> Axon.Loop.run(Model.training_set())
    
  • for lighting the wires, you can pull the model state from loop.step_state.model_state, and then run predict_fn perhaps? or do it manually (e.g. to get the activations of the different wires... not sure if there's a nice way to do this)

  • rotary encoder using https://hexdocs.pm/rotary_encoder/RotaryEncoder.html (see if changes are necessary for circuits v2)

  • moar tests

maybe... but not necessarily

  • add "wiggle back and forth" detection for reset training?
  • get EXLA compiling (or download pre-built binary)
  • add a UI (for the rpi4 touchscreen) with Scenic