# Awesome-Text-Classification

**Repository Path**: fendouai/Awesome-Text-Classification

## Basic Information

- **Project Name**: Awesome-Text-Classification
- **Description**: Awesome-Text-Classification Projects,Papers,Tutorial . http://www.buluo360.com
- **Primary Language**: Unknown
- **License**: Apache-2.0
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2017-09-07
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# 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/