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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

nlp text-classification keras embeddings transformer fasttext albert bert capsule han rcnn dcnn textcnn crnn dpcnn vdcnn charcnn xlnet keras-textclassification leam

UpdatedJun 17, 2024
Python

JackHCC /Chinese-Text-Classification-PyTorch

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！

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

UpdatedJul 16, 2023
Python

luopeixiang /textclf

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。

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

UpdatedJul 21, 2023
Python

catqaq /OpenTextClassification

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。

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

UpdatedMay 3, 2024
Python

zhufz /nlp_research

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

nlp research word2vec match transformer classification fasttext ner bert capsule dcnn dpcnn text-cnn kbqa abcnn esim elmo fast-text match-pyramid irqa

UpdatedJun 17, 2024
Python

riejohnson /ConText

ConText v4: Neural networks for text categorization

deep-learning sentiment-analysis neural-network text-classification gpu lstm convolutional-neural-networks sentiment-classification text-categorization dpcnn

UpdatedMar 29, 2019
C++

hscspring /Multi-Label-Text-Classification-for-Chinese

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

text-classification cnn multi-label-classification bert rcnn dpcnn pytorch-implmention

UpdatedDec 1, 2019
Python

AlexYangLi /TextClassification

All kinds of neural text classifiers implemented by Keras

text-classification classification han rcnn dcnn dpcnn vdcnn text-cnn

UpdatedSep 20, 2019
Python

shawroad /Text-Classification-Pytorch

Summary and comparison of Chinese classification models

text-classification highway fasttext bert capsule textcnn dpcnn textrcnn roberta mengzi nezha wobert rdrop

UpdatedNov 7, 2022
Python

X-jun-0130 /Easy_NLP

Tensorflow2.0 、NLP Papers、Duplicate paper algorithm

nlp papers dpcnn tensorflow2

UpdatedNov 25, 2019
Python

riejohnson /gulf

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

deep-learning text-classification neural-networks classification image-classification sentiment-classification dpcnn

UpdatedJan 29, 2021
Python

AmbiTyga /DeepTextClassifiers

All kinds of neural text classifiers implemented by Keras

text-classification rnn pyramid rcnn dcnn textcnn dpcnn

UpdatedJun 21, 2020
Python

TakaraResearch /Neutrino-Event-Classification-with-DPCNN-Model

Physics Neutrino Event Classification with DPCNN Model

pytorch high-energy-physics neutrino dpcnn event-classification

UpdatedJun 9, 2020
Jupyter Notebook

VigKu /Dynamic_Attention_Mechanism

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

nlp pytorch colab attention-mechanism bert sentiment-classification dpcnn huggingface

UpdatedSep 22, 2024
Jupyter Notebook

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