GitHub - gaurav104/TextClassification: Repository of state of the art text/documentation classification algorithms in Pytorch.

Text-Classification

All the algorithms coded are used for classification of IMDb movie reviews into two categories of positive and negative sentiment.

Algorithms implemented

Multichannel Convolutional Neural Network
Feedforward Attention GRU Network
Hierarchical Attention Network
Convolutional Attention Network
Hierarchical Convolutional Attention Network

Name		Name	Last commit message	Last commit date
Latest commit History 31 Commits
Reading Material		Reading Material
CNN Multichannel Text Classification.ipynb		CNN Multichannel Text Classification.ipynb
Convolutional Attention Text Classification.ipynb		Convolutional Attention Text Classification.ipynb
GRU Feedforward Attention Text Classification.ipynb		GRU Feedforward Attention Text Classification.ipynb
Hierarchical Attention Network Text Classification.ipynb		Hierarchical Attention Network Text Classification.ipynb
Hierarchical Convolution Attention Network.ipynb		Hierarchical Convolution Attention Network.ipynb
Multichannel Convolutional Text Classification.ipynb		Multichannel Convolutional Text Classification.ipynb
Packed Padded Sequences, Masking and Inference.ipynb		Packed Padded Sequences, Masking and Inference.ipynb
README.md		README.md
text-classification-with-rnn.ipynb		text-classification-with-rnn.ipynb

Provide feedback

Saved searches

Use saved searches to filter your results more quickly

Reading Material

Reading Material

CNN Multichannel Text Classification.ipynb

CNN Multichannel Text Classification.ipynb

Convolutional Attention Text Classification.ipynb

Convolutional Attention Text Classification.ipynb

GRU Feedforward Attention Text Classification.ipynb

GRU Feedforward Attention Text Classification.ipynb

Hierarchical Attention Network Text Classification.ipynb

Hierarchical Attention Network Text Classification.ipynb

Hierarchical Convolution Attention Network.ipynb

Hierarchical Convolution Attention Network.ipynb

Multichannel Convolutional Text Classification.ipynb

Multichannel Convolutional Text Classification.ipynb

Packed Padded Sequences, Masking and Inference.ipynb

Packed Padded Sequences, Masking and Inference.ipynb

README.md

README.md

text-classification-with-rnn.ipynb

text-classification-with-rnn.ipynb

Repository files navigation

Text-Classification

Algorithms implemented

About

Releases

Packages

Languages

gaurav104/TextClassification

Folders and files

Latest commit

History

Repository files navigation

Text-Classification

Algorithms implemented

About

Topics

Resources

Stars

Watchers

Forks

Languages