Awesome-Text-Classification:文本分类资源合集

Awesome-Text-Classification

https://github.com/fendouai/Awesome-Text-Classification

Projects

fastText

Library for fast text representation and classification.

https://github.com/facebookresearch/fastText

CNN_sentence

CNNs for sentence classification

https://github.com/yoonkim/CNN_sentence

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

https://github.com/dennybritz/cnn-text-classification-tf

Crepe

Character-level Convolutional Networks for Text Classification

https://github.com/zhangxiangxiao/Crepe

text_classification

all kinds of text classificaiton models and more with deep learning

https://github.com/brightmart/text_classification

multi-class-text-classification-cnn-rnn

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

https://github.com/jiegzhan/multi-class-text-classification-cnn-rnn

klassify

Bayesian Text classification service based on Redis. Built on top of Tornado and React.js

https://github.com/fatiherikli/klassify

sent-conv-torch

Text classification using a convolutional neural network.

https://github.com/harvardnlp/sent-conv-torch

Papers

Convolutional Neural Networks for Sentence Classification

https://arxiv.org/abs/1408.5882

Character-level Convolutional Networks for Text Classification

https://arxiv.org/abs/1509.01626

Tutorial

Implementing a CNN for Text Classification in TensorFlow

http://www.wildml.com/2015/12/implementing-a-cnn-for-text-classification-in-tensorflow/

Reference

http://www.buluo360.com/