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Achievement: Starstruckx3Achievement: Pull SharkAchievement: Arctic Code Vault Contributor

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bgavran/README.md

Hi there 👋

I'm applying Category theory, the science of structure, to the field of deep learning, which aims to learn structure from data.

Most of my recent work is not on Github, but can instead be found here.

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  1. Category_Theory_Machine_Learning Category_Theory_Machine_Learning Public

    List of papers studying machine learning through the lens of category theory

    Python 1.3k 78

  2. Category_Theory_Resources Category_Theory_Resources Public

    List of resources for learning Category Theory

    235 18

  3. DNC DNC Public

    Implementation of the Differentiable Neural Computer in Tensorflow

    Python 118 18

  4. Compositional_Deep_Learning Compositional_Deep_Learning Public

    Deep learning via category theory and functional programming

    Haskell 140 8

  5. Lens_Resources Lens_Resources Public

    Theory and Applications of Lenses and Optics

    53 5

  6. autodiff autodiff Public

    Rudimentary automatic differentiation framework

    Python 73 9