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

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！

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。

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成 四大任务

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。

ConText v4: Neural networks for text categorization

pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.

All kinds of neural text classifiers implemented by Keras

Summary and comparison of Chinese classification models

Tensorflow2.0 、NLP Papers、Duplicate paper algorithm

GULF: GUided Learning through successive Functional gradient optimization (author implementation of DPCNN included)

All kinds of neural text classifiers implemented by Keras

Physics Neutrino Event Classification with DPCNN Model

This project is about the experimental study on dynamic attention mechanisms in Deep Pyramid CNN (DPCNN) for sentiment analysis.

TextCNN, TextRNN, FastText, TextRCNN, BiLSTM Attention, DPCNN and Transformer in Pytorch framework