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Release 0.3.0

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@d-kicinski d-kicinski released this 04 Apr 22:27
· 106 commits to master since this release

Features:

  • python wrapping for SGD, Variable classes
  • add MaxPool2D layer
  • implement tensor reshaping
  • use relative imports in the python package
  • add better weight initialization methods
  • improve numerical stability for some ops
  • add MNSIT example
  • add benchmark for critical layers
  • use OpenMP for optional parallelization
  • do not use ts::transpose when blas can do this for us
  • add a method for accessing raw pointer to underling data
  • use protobuf for model serialization
  • compile project with -Wall -Wextra and fix all warnings