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405

1.8k

mit

35

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, R...

Created 2019-06-13

138 commits to master branch, last one 12 months ago

Chinese-Text-Classification-PyTorch JackHCC

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unknown

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中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention, DPCNN, Transformer，Bert，ERNIE），开箱即用！

cnn nlp rnn bert rcnn dpcnn ernie pytorch fasttext transformer attention-mechanism text-classification

Created 2022-06-10

5 commits to master branch, last one about a year ago

textclf luopeixiang

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mit

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TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。

svm bert drnn dpcnn glove pytorch textcnn textrnn word2vec configurable neuralclassifier sklearn-classify sentiment-analysis logistic-regression cnn-text-classification document-classification lstm-text-classification

Created 2019-03-24

18 commits to master branch, last one 2 years ago

OpenTextClassification catqaq

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unknown

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OpenTextClassification is all you need for text classification! Open text classification for everyone, enjoy your NLP journey! 这可能是目前为止最全面的开源文本分类项目，支持中英双语、多种模型、多种任务。

gru svm bert lstm dpcnn ernie pytorch textcnn textrnn torchtext naive-bayes transformers text-classification bert-text-classification multi-label-classification chinese-text-classification

Created 2018-12-07

61 commits to master branch, last one about a year ago