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attention-networks-for-classification

Hierarchical Attention Networks for Document Classification in PyTorch

bert-whitening

简单的向量白化改善句向量质量

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。

easyspider

A visual no-code/code-free web crawler/spider易采集：一个可视化浏览器自动化测试/数据采集/爬虫软件，可以无代码图形化的设计和执行爬虫任务。别名：ServiceWrapper面向Web应用的智能化服务封装系统。

google-machine-learning-crash-course

谷歌机器学习速成课程（招式）+机器学习术语表（口诀）+机器学习规则（心得）+机器学习中的常识性问题 （内功）。该资源适用于机器学习、深度学习以及TensorFlow研究人员参考！

hierarchical-attention-network

Implementation of Hierarchical Attention Networks in PyTorch

hierarchical-attention-networks-pytorch

Hierarchical Attention Networks for document classification

hierarchical-multi-label-text-classification

The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》

jieba

结巴中文分词

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

neuralnlp-neuralclassifier

An Open-source Neural Hierarchical Multi-label Text Classification Toolkit

nlp-model

prediction_api

AMiner Prediction API is a toolkit for science data prediction, such as scholar portrait property prediction.

science-parse

Science Parse parses scientific papers (in PDF form) and returns them in structured form.

simcse

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings

stopwords

中文常用停用词表（哈工大停用词表、百度停用词表等）

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

text_matching

文本相似度计算／文本匹配

uer-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo