dkohlsdorf / WeightSharing

Autodifferentiation with weight sharing

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WeightSharing

Autodifferentiation with weight sharing

  • Extension to my previouse auto differentiation attempts [!https://github.com/dkohlsdorf/AutoDiff]
  • Implements functionality to allow multiple incoming gradients (as needed by weight sharing).

#Installation:

  • install scala
  • install sbt

#Usage: In the project directory

  • ./sbt
  • run experiments.MNISMultiLayer
  • run experiments.SpiralMultiLayer
  • run experiments.Trigonometric
  • run experiments.VariationalAutoEncoder

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Autodifferentiation with weight sharing


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