andy pai's tils

recent tils

• Neuroflow Optimizations for the MNIST Dataset

  Updates required to optimize Neuroflow for the MNIST dataset

  • ml

  2024-06-07
• Working with the MNIST Dataset in JavaScript

  Notes on working with the famous MNIST Dataset in JavaScript

  • javascript
  • ml

  2024-05-29
• Supporting Multi-class Classification with Neuroflow

  Extend Neuroflow to support multi-class classification by implementing the softmax activation function and cross-entropy loss.

  • ml

  2024-05-26
• Porting Micrograd To Create Neuroflow

  Creating Neuroflow by porting Andrej Karpathy's micrograd to JavaScript

  • ml

  2024-05-22
• Understanding PyTorch Transforms - ToTensor() and Normalize()

  A look at common PyTorch transforms for image preprocessing.

  • ml

  2024-05-10