ann
spaceblog

Deep Learning

2025-03-24•1 min read
  1. Numerical Optimization in PyTorch
    • A Playbook for Tuning Deep Learning Models
  2. Google Research's tuning playbook for DL
  3. Introduction to GNN
  4. PyTorch internals
  5. Muon (translated Su Jianlin's blog)
  6. Deep Generative Models by Aditya Grover and Stefano Ermon
    • Deep Generative Models, Stanford CS236
    • UCLA CS236
  7. Norm
  8. [Matrix calculus](https://ocw.mit.edu/courses/18-s096-matrix-calculus-for-machine-learning-and-beyond-january-iap-2023/pages/lecture-notes/