machine_learning_primitives.htm

Notes on ML Primitives

What are cool things that can teach you about machine learning?

• Programming an auto-differentiator (for gradient descent)
  • Tiny-grad / Micro-grad
• Programming a small neural network with the auto-differentiator
  • Tiny-grad / Micro-grad
• Programming an A* search algorithm
• Programming a basic CNN architecture