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ocdbytes-ai/README.md

初心忘るべからず

⠀⠀⢀⣤⣶⣾⣿⣿⣿⣶⣶⣐⠄⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⠀⣠⣔⢒⣛⣓⣲⢄⡀⠀⠀⠀⠀⠀⠀⠀
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$ whoami
> arun — experiments in ml systems / inference / training
$ cat ~/.now
→ learning : DL (and kind of LLMs)
→ writing : blog @ ocdbyt.es/blogs

blog · x · email

Pinned Loading

  1. embeddingsembeddingsPublic

    Embedding model training implementation in pytorch. Paper refs. Mikolov et al 2013

    Jupyter Notebook

  2. bengio-et-all-03bengio-et-all-03Public

    Implementation of bengio et. all 03 paper in pytorch with improved perplexity

    Jupyter Notebook

  3. ConvolutionsConvolutionsPublic

    Hands-on implementations of convolutional neural network building blocks. LeNet, AlexNet in Pytorch

    Jupyter Notebook

  4. PerceptronsPerceptronsPublic

    Repo for a binary input perceptrons with one or no hidden layers

    Python

  5. AutogradAutogradPublic

    Very basic autograd for backpropogation

    Jupyter Notebook

  6. RegularizationRegularizationPublic

    For experimentation with different regularization techniques

    Jupyter Notebook