CNNs for Sentence Classification in PyTorch. Contribute to Shawn1993/cnn-text-classification-pytorch development by creating an account on GitHub.
The aim of this repository is to show a baseline model for text classification through convolutional neural networks in the PyTorch framework. The architecture implemented in this model was inspired by the one proposed in the paper: Convolutional Neural
word CNN : text classification 转:https://github.com/Shawn1993/cnn-text-classification-pytorch README Introduction This is the implementation of Kim'sConvolutional Neural Networks for Sentence Classificationpaper in PyTorch. Kim's implementation of the model in Theano: https://github.com/yoonkim/CNN...
中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。 - huyang-819/Chinese-Text-Classification-Pytorch
Tutorials on getting started with PyTorch and TorchText for sentiment analysis. nlp natural-language-processing tutorial sentiment-analysis word-embeddings transformers cnn pytorch recurrent-neural-networks lstm rnn fasttext bert sentiment-classification pytorch-tutorial pytorch-tutorials cnn-text-classification ...
中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。 - yangyi0959/Chinese-Text-Classification-Pytorch
中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。 - cos4007/Chinese-Text-Classification-Pytorch
练习, 基于torchtext,huggingface,pytorch,在一个中文多分类任务和一个英文二分类任务上实验了TextCNN,BERT和XLnet三个模型。 - joshuaWang-bit/Textclassification-pytorch
pip3 install torch # conda install pytorch pip3 install pytextclassifier orgit clone https://github.com/shibing624/pytextclassifier.git cd pytextclassifier python3 setup.py install UsageText ClassifierEnglish Text ClassifierIncluding model training, saving, predict, evaluate, for example examples/lr...
项目使用深度学习模型进行文本分类,所使用的模型主要包括:FastText,TextCNN,DPCNN,RNN系列(RNN,LSTM,GRU),RNN-Attention,TextRCNN,HAN,Bert,BertCNN,BertRNN,BertRCNN,XLNet。 方法部分对每个模型及其结构给出简要介绍,并附上pytorch代码实现。 实验部分所采用的的数据集:weibo_senti_100k情感分类(二分类),cnews新闻...