Machine Learning¶
The Nature of Mathematical Modeling (draft)¶
- AI > ML > DNN
- supervised (regression, classification), unsupervised, reinforcement
- generative
- VAE
- diffusion
- LLM
- attention
- embedding
- transformers
- reinforcement learning
- MCTS
- models
- Yolo
- surrogate models
- neural CA