Code for Synchronous Bidirectional Neural Machine Translation (SB-NMT)
An Open Source Machine Learning Framework for Everyone
? Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
X-Ray Vision for your infrastructure!
《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
Deep Learning for humans
??? 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, ... ?
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step