This is a teaching project designed specifically for learning AI algorithms, including 30 zero-dependency, single-file, directly runnable Python implementations covering from basic GPT to fine-tuning (LoRA, PPO) and inference optimization (Flash Attention), etc. Each algorithm is implemented with easy-to-understand code, accompanied by corresponding Manim animations for easy comprehension and learning.