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