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TextGrocery

> 编程语言
Open source

A simple short-text classification tool based on LibLinear

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A simple short-text classification tool based on LibLinear

TextGrocery

A simple, efficient short-text classification tool based on LibLinear

Embed with jieba as default tokenizer to support Chinese tokenize

Other languages: 更详细的中文文档

Performance

  • Train set: 48k news titles with 32 labels
  • Test set: 16k news titles with 32 labels
  • Compare with svm and naive-bayes of scikit-learn
Classifier Accuracy Time cost(s)
scikit-learn(nb) 76.8% 134
scikit-learn(svm) 76.9% 121
TextGrocery 79.6% 49

Sample Code

…

More examples: sample/

Install

$ pip install tgrocery

Only test under Unix-based System

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> Details

PublishedAug 1, 2026
UpdatedSep 17, 2026
Category编程语言
PricingOpen source

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