how diffusion models work crash course DLAI
1.0.0
Learn and build diffusion models from the ground up, understanding each step. Learn about diffusion models in use today and implement algorithms to speed up sampling.
Instructor: Sharon Zhou - @LAMINI_AI
| Chapters | Notebooks | Demos |
|---|---|---|
| Introduction | - | - |
| Intuition | - | - |
| Sampling | L1_Sampling.ipynb | - |
| Neural Network | L1_Sampling.ipynb (follow-up) | - |
| Training | L2_Training.ipynb | - |
| Controlling | L3_Context.ipynb | - |
| Speeding Up | L4_FastSampling.ipynb | - |
| Summary | - | - |
