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Title: GitHub - HyperLoco/text_classification: all kinds of text classificaiton models and more with deep learning · GitHub

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Description: all kinds of text classificaiton models and more with deep learning - HyperLoco/text_classification

Open Graph Description: all kinds of text classificaiton models and more with deep learning - HyperLoco/text_classification

X Description: all kinds of text classificaiton models and more with deep learning - HyperLoco/text_classification

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brightmart@hotmail.com

Opengraph URL: https://github.com/HyperLoco/text_classification

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text_classification	https://github.com/HyperLoco/text_classification
brightmart/text_classification	https://github.com/brightmart/text_classification
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160 Commits	https://github.com/HyperLoco/text_classification/commits/master/
	https://github.com/HyperLoco/text_classification/commits/master/
a01_FastText	https://github.com/HyperLoco/text_classification/tree/master/a01_FastText
a01_FastText	https://github.com/HyperLoco/text_classification/tree/master/a01_FastText
a02_TextCNN	https://github.com/HyperLoco/text_classification/tree/master/a02_TextCNN
a02_TextCNN	https://github.com/HyperLoco/text_classification/tree/master/a02_TextCNN
a03_TextRNN	https://github.com/HyperLoco/text_classification/tree/master/a03_TextRNN
a03_TextRNN	https://github.com/HyperLoco/text_classification/tree/master/a03_TextRNN
a04_TextRCNN	https://github.com/HyperLoco/text_classification/tree/master/a04_TextRCNN
a04_TextRCNN	https://github.com/HyperLoco/text_classification/tree/master/a04_TextRCNN
a05_HierarchicalAttentionNetwork	https://github.com/HyperLoco/text_classification/tree/master/a05_HierarchicalAttentionNetwork
a05_HierarchicalAttentionNetwork	https://github.com/HyperLoco/text_classification/tree/master/a05_HierarchicalAttentionNetwork
a06_Seq2seqWithAttention	https://github.com/HyperLoco/text_classification/tree/master/a06_Seq2seqWithAttention
a06_Seq2seqWithAttention	https://github.com/HyperLoco/text_classification/tree/master/a06_Seq2seqWithAttention
a07_Transformer	https://github.com/HyperLoco/text_classification/tree/master/a07_Transformer
a07_Transformer	https://github.com/HyperLoco/text_classification/tree/master/a07_Transformer
a08_EntityNetwork	https://github.com/HyperLoco/text_classification/tree/master/a08_EntityNetwork
a08_EntityNetwork	https://github.com/HyperLoco/text_classification/tree/master/a08_EntityNetwork
aa1_data_util	https://github.com/HyperLoco/text_classification/tree/master/aa1_data_util
aa1_data_util	https://github.com/HyperLoco/text_classification/tree/master/aa1_data_util
aa2_ClassificationTflearn	https://github.com/HyperLoco/text_classification/tree/master/aa2_ClassificationTflearn
aa2_ClassificationTflearn	https://github.com/HyperLoco/text_classification/tree/master/aa2_ClassificationTflearn
aa3_CNNSentenceClassificationTflearn	https://github.com/HyperLoco/text_classification/tree/master/aa3_CNNSentenceClassificationTflearn
aa3_CNNSentenceClassificationTflearn	https://github.com/HyperLoco/text_classification/tree/master/aa3_CNNSentenceClassificationTflearn
aa4_TextCNN_with_RCNN	https://github.com/HyperLoco/text_classification/tree/master/aa4_TextCNN_with_RCNN
aa4_TextCNN_with_RCNN	https://github.com/HyperLoco/text_classification/tree/master/aa4_TextCNN_with_RCNN
aa5_BiLstmTextRelation	https://github.com/HyperLoco/text_classification/tree/master/aa5_BiLstmTextRelation
aa5_BiLstmTextRelation	https://github.com/HyperLoco/text_classification/tree/master/aa5_BiLstmTextRelation
aa6_TwoCNNTextRelation	https://github.com/HyperLoco/text_classification/tree/master/aa6_TwoCNNTextRelation
aa6_TwoCNNTextRelation	https://github.com/HyperLoco/text_classification/tree/master/aa6_TwoCNNTextRelation
.travis.yml	https://github.com/HyperLoco/text_classification/blob/master/.travis.yml
.travis.yml	https://github.com/HyperLoco/text_classification/blob/master/.travis.yml
README.md	https://github.com/HyperLoco/text_classification/blob/master/README.md
README.md	https://github.com/HyperLoco/text_classification/blob/master/README.md
a08_predict_ensemble.py	https://github.com/HyperLoco/text_classification/blob/master/a08_predict_ensemble.py
a08_predict_ensemble.py	https://github.com/HyperLoco/text_classification/blob/master/a08_predict_ensemble.py
a8_dynamic_memory_network.py	https://github.com/HyperLoco/text_classification/blob/master/a8_dynamic_memory_network.py
a8_dynamic_memory_network.py	https://github.com/HyperLoco/text_classification/blob/master/a8_dynamic_memory_network.py
a8_predict.py	https://github.com/HyperLoco/text_classification/blob/master/a8_predict.py
a8_predict.py	https://github.com/HyperLoco/text_classification/blob/master/a8_predict.py
a8_train.py	https://github.com/HyperLoco/text_classification/blob/master/a8_train.py
a8_train.py	https://github.com/HyperLoco/text_classification/blob/master/a8_train.py
multi-label-classification.pdf	https://github.com/HyperLoco/text_classification/blob/master/multi-label-classification.pdf
multi-label-classification.pdf	https://github.com/HyperLoco/text_classification/blob/master/multi-label-classification.pdf
README	https://github.com/HyperLoco/text_classification
	https://github.com/HyperLoco/text_classification#text-classification
check here for formal report of large scale multi-label text classification with deep learning	https://github.com/brightmart/text_classification/blob/master/multi-label-classification.pdf
issue 3	https://github.com/brightmart/text_classification/issues/3
https://biendata.com/competition/zhihu/	https://biendata.com/competition/zhihu/
	https://github.com/HyperLoco/text_classification#models
	https://github.com/HyperLoco/text_classification#performance
	https://github.com/HyperLoco/text_classification#useage
	https://github.com/HyperLoco/text_classification#environment
	https://github.com/HyperLoco/text_classification#notice
	https://github.com/HyperLoco/text_classification#models-detail
	https://github.com/HyperLoco/text_classification#1fasttext
Bag of Tricks for Efficient Text Classification	https://arxiv.org/abs/1607.01759
	https://github.com/HyperLoco/text_classification#2textcnn
Convolutional Neural Networks for Sentence Classification	http://www.aclweb.org/anthology/D14-1181
A Sensitivity Analysis of (and Practitioners' Guide to) Convolutional Neural Networks for Sentence Classification	https://arxiv.org/abs/1510.03820
	https://github.com/HyperLoco/text_classification#3textrnn
	https://github.com/HyperLoco/text_classification#4bilstmtextrelation
	https://github.com/HyperLoco/text_classification#5twocnntextrelation
	https://github.com/HyperLoco/text_classification#6bilstmtextrelationtwornn
	https://github.com/HyperLoco/text_classification#7rcnn
Recurrent Convolutional Neural Network for Text Classification	https://scholar.google.com.hk/scholar?q=Recurrent+Convolutional+Neural+Networks+for+Text+Classification&hl=zh-CN&as_sdt=0&as_vis=1&oi=scholart&sa=X&ved=0ahUKEwjpx82cvqTUAhWHspQKHUbDBDYQgQMIITAA
	https://github.com/HyperLoco/text_classification#8hierarchical-attention-network
Hierarchical Attention Networks for Document Classification	https://www.cs.cmu.edu/~diyiy/docs/naacl16.pdf
	https://github.com/HyperLoco/text_classification#9seq2seq-with-attention
NEURAL MACHINE TRANSLATION BY JOINTLY LEARNING TO ALIGN AND TRANSLATE	https://arxiv.org/pdf/1409.0473.pdf
	https://github.com/HyperLoco/text_classification#10transformerattention-is-all-you-need
	https://github.com/HyperLoco/text_classification#11recurrent-entity-network
	https://github.com/HyperLoco/text_classification#12dynamic-memory-network
	https://github.com/HyperLoco/text_classification#todo
	https://github.com/HyperLoco/text_classification#conclusion
	https://github.com/HyperLoco/text_classification#reference
www.wildml.com	http://www.wildml.com
Readme	https://github.com/HyperLoco/text_classification#readme-ov-file
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Please reload this page	https://github.com/HyperLoco/text_classification
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