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2.6k

7.9k

mit

299

all kinds of text classification models and more with deep learning

nlp textcnn textrnn fasttext tensorflow multi-class multi-label classification memory-networks attention-mechanism text-classification sentence-classification convolutional-neural-networks

Created 2017-05-30

325 commits to master branch, last one 2 years ago

PyTorchText chenyuntc

364

1.1k

mit

47

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

nlp lstm pytorch textcnn textrnn fasttext textrcnn

Created 2017-08-16

10 commits to master branch, last one 6 years ago

TextClassification-Keras ShawnyXiao

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817

mit

22

Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.

han nlp rcnn keras textcnn textrnn fasttext text-classification

Created 2019-01-03

27 commits to master branch, last one 4 years ago

textclf luopeixiang

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236

mit

6

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