This repository contains code tutorials for natural language processing models. It covers foundational techniques like TF-IDF and Word2Vec, sequence-to-sequence models, attention mechanisms, and modern pretrained models including ELMo, GPT, and BERT. Implementations are available in both NumPy and frameworks like Keras and PyTorch, designed for learning purposes with explanations available in Chinese.