duoergun0729/nlp resource

Health v2 · maintenance only

Flags: no_releases no_license

Adoption not part of the score

2492 stars · 561 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

An open-source introductory book on NLP written in Chinese, hosted on GitHub and covering fundamentals like TF-IDF, Word2Vec, fastText, topic modeling, and text classification. It emphasizes NLP applications in security, such as spam filtering and abusive content detection.

Use cases

• learn nlp from scratch
• train word2vec embeddings
• classify documents with fasttext
• detect spam and abusive comments with machine learning
• extract keywords with textrank and tfidf
• do sentiment analysis on reviews
• learn chinese text processing with jieba

When to choose

• you want a free, beginner-friendly NLP book with a security focus
• you prefer learning through runnable Python examples
• you need Chinese-language NLP tutorials

When to avoid

• you need a production NLP library or tool
• you want comprehensive deep-learning NLP coverage like transformers
• you require a formally licensed open-source codebase for commercial use

Facets

learning-resource · maturity active

nlp machine-learning documentation machine-learning security tutorials python open-book word2vec fasttext chinese-nlp text-classification security-applications natural-language-processing

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