andy pai's tils

Posts tagged with 'ml'

• Neuroflow Optimizations for the MNIST Dataset

  Updates required to optimize Neuroflow for the MNIST dataset

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

  Notes on working with the famous MNIST Dataset in JavaScript

  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.

  2024-05-26
• Porting Micrograd To Create Neuroflow

  Creating Neuroflow by porting Andrej Karpathy's micrograd to JavaScript

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

  A look at common PyTorch transforms for image preprocessing.

  2024-05-10
• PyTorch Basics & Quick Reference

  A quick walk-through and overview of using PyTorch

  2023-01-12

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