A Python package for NLP tasks related to Chinese text.

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  • License: MIT
  • Author: Maciej Kurzynski
  • Tags digital humanities , nlp , Chinese , text analysis , corpus linguistics , topic modeling , stylometry
  • Requires: Python >=3.11
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Project description

qhChina

A Python toolkit for computational analysis of Chinese texts in humanities research.

Features

  • Preprocessing: Chinese text segmentation with multiple backends (spaCy, Jieba, BERT, LLM)
  • Word Embeddings: Word2Vec training and temporal semantic change analysis (TempRefWord2Vec)
  • Topic Modeling: LDA with Gibbs sampling and Cython acceleration
  • Stylometry: Authorship attribution and document clustering
  • Collocations: Statistical collocation analysis and co-occurrence matrices
  • Corpus Comparison: Identify significant vocabulary differences between corpora
  • Helpers: CJK font management, text loading, stopwords

Installation

pip install qhchina

Building from Source

git clone https://github.com/mcjkurz/qhchina.git
cd qhchina
pip install -e .

This will compile the Cython extensions and install the package in editable mode.

Documentation

Full documentation and examples: www.qhchina.org/docs/

Tests

pip install pytest
pytest tests/

License

MIT License

Project details

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  • License: MIT
  • Author: Maciej Kurzynski
  • Tags digital humanities , nlp , Chinese , text analysis , corpus linguistics , topic modeling , stylometry
  • Requires: Python >=3.11
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Release history Release notifications | RSS feed

0.1.47

0.1.46

0.1.45

0.1.44

0.1.43

0.1.42

0.1.41

0.1.40

0.1.39

0.1.38

0.1.37

0.1.36

0.1.34

0.1.33

0.1.32

This version

0.1.31

0.1.30

0.1.29

0.1.28

0.1.27

0.1.26

0.1.25

0.1.24

0.1.23

0.1.22

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0.1.15

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BLAKE2b-256 48146066d2020db550583897117a4ad4462e0e6feb75665c63b7ca1f4f051294

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Provenance

The following attestation bundles were made for qhchina-0.1.31-cp311-cp311-macosx_10_9_universal2.whl:

Publisher: build_wheels.yml on mcjkurz/qhchina

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

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