pytextclassifier is a toolkit for text classification. 文本分类,LR,Xgboost,TextCNN,FastText,TextRNN,BERT等分类模型实现,开箱即用。 shibing624.github.io/pytextclassifier/ Topics python nlp machine-learning text-classification pytorch classification hierarchical bert softmax text-classifier focalloss-pyto...
基于pytorch进行文本多分类,主要模型为双向LSTM,预测准确率83%. Contribute to tin-shine/TextClassification development by creating an account on GitHub.
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。 介绍 模型介绍、数据流动过程:我的博客 数据以字为单位输入模型,预训练词向量使用搜狗新闻 Word+Character 300d,点这里下载 ...
$git clone https://github.com/harsh4870/Docker-NLP.git Verify that you cloned the repository. You should see the following files in yourDocker-NLPdirectory. 01_sentiment_analysis.py02_name_entity_recognition.py03_text_classification.py04_text_summarization.py05_language_translation.pyentrypoint.sh...
https://github.com/fendouai/Chinese-Text-Classification 欢迎提问:http://tensorflow123.com/ 这个项目是基于以下项目改写: cnn-text-classification-tf 主要的改动: 兼容tensorflow 1.2 以上 增加了中文数据集 增加了中文处理流程 特性: 兼容最新 TensorFlow ...
GitHub地址:github.com/JackHCC/Chin https://github.com/JackHCC/Chinese-Text-Classification-PyTorchgithub.com/JackHCC/Chinese-Text-Classification-PyTorch 中文文本分类,基于pytorch,开箱即用。 神经网络模型:TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention, DPCNN, Transformer 预训练模型:Bert,ERNIE 介...
This model does not work well for complex tasks such as sentiment analysis or question answering, but it works surprisingly well for classification and topic modeling. In addition, itâs a good starting point for understanding what the texts are all about. In this section, we will ...
Chinese-Text-Classification-Pytorch-master。 数据齐全,说明文档详细。点击即用! # 训练并测试: # TextCNN python run.py --model TextCNN # TextRNN python run.py --model TextRNN # TextRNN_Att python run.py --model TextRNN_Att # TextRCNN python run.py --model TextRCNN # FastText, embeddin...
To solve the problem regarding unbalanced distribution of multi-category Chinese long texts and improve the classification accuracy thereof, a data enhancement method was proposed. Combined with this method, a feature-enhanced text-inception model for Chinese long text classification was proposed. First,...
尝试下用通俗易懂的语言描述语音合成 TTS (text-to-speech)，即，输入是文本 (text)，输出是波形 (...