[ACM MM'21] Former-DFER: Dynamic Facial Expression Recognition Transformer
? Path to a free self-taught education in Computer Science!
? Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Open Source Computer Vision Library
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
List of Computer Science courses with video lectures.
The Patterns of Scalable, Reliable, and Performant Large-Scale Systems
??? 60+ Implementations/tutorials of deep learning papers with side-by-side notes ?; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), ? reinforcement learning (ppo, dqn), capsnet, distillation, ... ?
:books: List of awesome university courses for learning Computer Science!
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
A high-throughput and memory-efficient inference and serving engine for LLMs
