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tnn

22c54d2library

Experiment neural network with Odin programming language

No license · updated 10 months ago

TNN

My playround with neural network from the book: neural networks and deep leanrning

# MacOS only
/usr/bin/time -h odin run xor-1 -out:./bin/xor
/usr/bin/time -h odin run xor-2 -out:./bin/xor
odin run mnist -out:./bin/mnist 

Approaches

  • xor-1: hardcoded, Odin's built-in matrix
  • xor-2: hardcoded, hand-built Span

TODO

  • xor nn
  • cache z
  • span
  • load mnist
  • network to learn mnist
  • weight init with sqrt(n)
  • regularization
  • softmax
  • dropout