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cnmy-ro / nabla

Minimal autograd engine

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autograddeep-learningnumerical-computation

Nabla

Minimal implementation of reverse-mode automatic differentiation.

  • Python version:
    • python/nabla.py: Thin autodiff wrapper over Numpy with PyTorch-like API
    • python_examples: Toy examples built using this module
  • C version (WIP):
    • c/cpuarrays.h : Low-level array library for CPU
    • c/nabla.h: Autodiff library wrapping cpuarrays
    • c_examples: Toy examples built using this library

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Minimal autograd engine

autograddeep-learningnumerical-computation

License:MIT License

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Language:Python 58.4%Language:C 38.8%Language:Jupyter Notebook 2.6%Language:Shell 0.2%