shibing624/pytextclassifier

pytextclassifier is a toolkit for text classification. 文本分类,LR,Xgboost,TextCNN,FastText,TextRNN,BERT等分类模型实现,开箱即用。

55
/ 100
Established

This tool helps categorize text documents or short sentences, in both English and Chinese, into predefined topics or sentiments. You input raw text along with example categories, and it outputs predictions of which category new, unseen text belongs to. This is perfect for content managers, customer support teams, or researchers who need to automatically sort large volumes of text data.

522 stars. No commits in the last 6 months. Available on PyPI.

Use this if you need to automatically sort or tag text, such as customer feedback, news articles, or academic papers, into relevant categories.

Not ideal if you're looking for a tool to analyze sentence structure, perform complex language translation, or summarize documents, as it focuses specifically on text categorization.

content-categorization sentiment-analysis document-management information-retrieval customer-feedback-analysis
Stale 6m No Dependents
Maintenance 0 / 25
Adoption 10 / 25
Maturity 25 / 25
Community 20 / 25

How are scores calculated?

Stars

522

Forks

77

Language

Python

License

Apache-2.0

Last pushed

Sep 25, 2024

Commits (30d)

0

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