yongzhuo/Keras-TextClassification
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
This project helps classify Chinese text documents, short sentences, or assign multiple labels to text. You provide Chinese text, and it categorizes it (e.g., news topic, customer query type) or determines how similar two sentences are. This is for data analysts, content managers, or anyone dealing with large volumes of Chinese text who needs to automatically sort or understand content.
1,809 stars. No commits in the last 6 months. Available on PyPI.
Use this if you need to automatically categorize or tag Chinese text, or measure similarity between Chinese sentences, and want to leverage various established machine learning models.
Not ideal if your primary need is for non-Chinese language processing or if you require an out-of-the-box solution without any programming or data preparation.
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Language
Python
License
MIT
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Last pushed
Jun 17, 2024
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