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Learning by nudging

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Guess, measure, nudge

  • Loss is a number for how wrong the model is. Smaller is better.
  • Training nudges the model's settings a little to make the loss smaller.
  • Repeat thousands of times and the model gets good.
Guess
prediction
Loss
how wrong?
Nudge
improve a bit