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johnbarnes-vi/README.md

Hello!

I'm John Barnes, graduate student of Computer Science at the University of Houston, learning Deep Learning algorithms and parallel/distributed systems used to serve them at scale. Before this, I earned a degree in Philosophy, focusing on systems of formal logic. This blend shapes the way I approach problem-solving and think about the possibilities of technology.

🎓 Education

  • B.A. in Philosophy
  • B.Sc. in Computer Science
  • MS. in Computer Science (IN PROGRESS)

📖 What I Believe

I'm a firm believer in the power of lifelong learning and the potential for technology to improve our lives. We must constantly re-iterate and overcome in all aspects of life.

📫 Get in Touch

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  1. flake-dev-ops flake-dev-ops Public

    Nix

  2. nixos-config nixos-config Public

    My NixOS configuration using Flakes and Home Manager

    Nix

  3. haskell-project-env haskell-project-env Public

    A Nix tool for Haskell projects, combining Nix reproducibility with Cabal flexibility. It uses Nix for consistent setup and tooling, while leveraging Cabal for core Haskell management.

    Nix

  4. barnes-hut-nbody-haskell barnes-hut-nbody-haskell Public

    Barnes-Hut N-Body Simulator written in Haskell for clarity's sake.

    Haskell

  5. resnet-tiny-imagenet resnet-tiny-imagenet Public

    Contains the implementation of several Convolutional Neural Networks, including simple CNNs and ResNet models, for image classification using the Tiny ImageNet dataset.

    Jupyter Notebook 1

  6. vit-imagenet21k-p vit-imagenet21k-p Public

    Preprocessing ImageNet-21K into an indexed directory, with a Vision Transformer (ViT) trained on it, inspired by 'Pretraining for the Masses'.

    Jupyter Notebook