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ffnn-cpp's Issues

Running TODOs:

  • OpenMP for Convolution Layer
  • Make sequence call's less breakable
  • Eigen - explicit alignment of buffers (std::vector)
  • Distribution selection for dropout layer
  • Layer serialization + tests
  • Common network constructors
  • Sparse layers
  • Conv layers
  • Network optimization concept
    • Make optimizer less "baked in" to class, even if solution is more intrusive
    • Early stopping meta-concept
    • Adaptive learning-rate
    • Adam
    • ...
  • Specialized input layers
  • Remove sndfile junk
  • Remove parameter struct concept from layers;
  • Put biasing back in full/sparse connect layers. Remove activation layer optimziers

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