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2019
  • Digital Detox
    A personal account of giving up my smartphone and social media, and learning to be patient again.
    Dec 07
  • Notes - Gradient Descent
    Step-by-step notes on implementing gradient descent for linear regression in PyTorch, with code and visualizations.
    Jul 14
  • Hold-ups - Gradient Descent
    Questions and resources I collected while trying to understand gradient descent, autograd, and backpropagation.
    Jun 27
  • Handwritten Digit Classifier
    Training a ResNet34 model on the MNIST dataset to classify handwritten digits using fastai.
    Jun 06
  • Anime or Cartoon?
    Training a deep learning image classifier to distinguish anime from cartoons using fastai and ResNet34.
    Jun 05
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