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anayako's Projects

keras-textclassification icon 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

ml2020 icon ml2020

This is to store all homework assigned in ML2020 course.

multi-label-backbone-network icon multi-label-backbone-network

多标签文本分类,多标签分类,文本分类, multi-label, classifier, text classification, BERT, seq2seq,attention, multi-label-classification

roberta_zh icon roberta_zh

RoBERTa中文预训练模型: RoBERTa for Chinese

text_classification_pytorch icon 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!

transformer_encoder_pytorch icon transformer_encoder_pytorch

Transformer模型Encoder原理精讲及其PyTorch逐行实现 笔记 https://www.bilibili.com/video/BV1cP4y1V7GF?spm_id_from=333.337.search-card.all.click&vd_source=afe449886875b2cd7aa123878846a9f3

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