NLP-LOVE/Introduction-NLP resource
HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯燥无味的公式罗列，而是用白话阐述的通俗易懂的算法模型。从基本概念出发，逐步介绍中文分词、词性标注、命名实体识别、信息抽取、文本聚类、文本分类、句法分析这几个热门问题的算法原理与工程实现。 observed · 2026-08-28
Health v2 · maintenance only
60/100
- Activity 61
- Release rhythm 35
- Longevity 100
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2403
- days_rel: n/a
- days_push: 236
- n_releases_24m: 0
Adoption not part of the score
2267 stars · 544 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
Detailed study notes for the book 'Introduction to Natural Language Processing' by the author of HanLP, covering Chinese word segmentation, POS tagging, NER, information extraction, text clustering/classification, and dependency parsing. It is a tutorial-style repository of chapter-by-chapter notes with algorithm explanations and engineering implementations in Python.
Use cases
- learn chinese word segmentation algorithms
- understand hidden markov models for sequence labeling
- study named entity recognition from basics
- learn text classification and clustering
- understand dependency parsing
- get started with nlp in chinese
- find notes on conditional random fields
When to choose
- you want beginner-friendly Chinese-language explanations of classical NLP algorithms
- you are reading the book 'Introduction to NLP' and want supplementary notes
- you want to learn Chinese word segmentation, tagging, and parsing fundamentals
When to avoid
- you need a production NLP library rather than study notes
- you want modern transformer/LLM-focused tutorials
- you need English-language learning material
Facets
learning-resource · maturity active
nlp machine-learning deep-learning tutorials machine-learning python chinese-nlp book-notes hanlp text-segmentation sequence-labeling text-classification natural-language-processing
2 sources
- readme: https://github.com/NLP-LOVE/Introduction-NLP · fetched 2026-08-28 · 2ca0a718833b
- homepage: http://era.dx3906.info · fetched 2026-08-29 · e720b92c0aa8
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| NLP-LOVE/Introduction-NLP | main | 60 |
For agents
markdown · JSON · MCP: product_card(name="NLP-LOVE/Introduction-NLP")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem