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V2EX  ›  机器学习

Awesome-Text-Classification:文本分类资源合集

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  •   fendouai_com · 2017-09-06 17:06:48 +08:00 · 1732 次点击
    这是一个创建于 2395 天前的主题,其中的信息可能已经有所发展或是发生改变。

    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/

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