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Tiny implementation of AutoGrad like framework in Go

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TinyGoGrad

Tiny implementation of AutoGrad like framework in Go

Implemented

  • Chain rule for autoGrad
  • Derivative for common unary and binary operations
  • SGD to test convergence

TODO

  • Unit tests
  • Loss functions
  • Require grad option for internal nodes
  • Multi dimensional inputs
  • Graph visualisation

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