Textclassification Keras
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Neuralnlp Neuralclassifier | 1,650 | 8 months ago | 2 | other | Python | |||||
| An Open-source Neural Hierarchical Multi-label Text Classification Toolkit | ||||||||||
| Keras Textclassification | 1,641 | 5 months ago | 9 | December 19, 2020 | 1 | mit | Python | |||
| 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 | ||||||||||
| Pytorchtext | 959 | 6 years ago | 6 | mit | Python | |||||
| 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) | ||||||||||
| Textclassification Keras | 649 | 3 years ago | 13 | mit | Python | |||||
| Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc. | ||||||||||
| Text Classification Models Pytorch | 309 | 5 years ago | 1 | mit | Python | |||||
| Implementation of State-of-the-art Text Classification Models in Pytorch | ||||||||||
| Data_grand | 195 | 6 years ago | 10 | Python | ||||||
| 2018达观杯文本智能处理挑战赛 Top10解决方案（10/3830） | ||||||||||
| Chinese Text Classification Pytorch | 156 | 9 months ago | 3 | Python | ||||||
| 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！ | ||||||||||
| Text Classification Demos | 106 | 5 years ago | 5 | Python | ||||||
| Neural models for Text Classification in Tensorflow, such as cnn, dpcnn, fasttext, bert ... | ||||||||||
| Coolnltk | 23 | 6 years ago | mit | Python | ||||||
| Text Classification ToolKit | ||||||||||
| Text_classification_tf | 19 | 5 years ago | Python | |||||||
| 用tf实现各种文本分类模型，并且封装restful接口，可以直接工程化 | ||||||||||
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Python
Paper
Natural Language Processing
Keras
Classification
Attention
Text Classification
Rcnn
Fasttext