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ai-text-summarization

attention

some attention implements

attention_based-cnn-lstm-for-sentence-classification

keras结合Attention机制用CNN和LSTM进行句子分类

bigdata

char-cnn-text-classification-tensorflow

Simple Convolutional Neural Network (CNN) for sentiment classification of Chinese movie reviews.

chinese-text-classification-with-cnn-tf

中文文本分类(目前是二分类)

cnn-for-text-classification

A simple CNN implementation in Keras.

cnn-text-classification-keras

Text Classification by Convolutional Neural Network in Keras

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

cnn-text-classification-tf-chinese

CNN for Chinese Text Classification in Tensorflow

cw2vec

paper: cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information

cw2vec-1

基于字符训练词向量

deeplearning.ai

deeplearning.ai , By Andrew Ng, All slide and notebook + code and some material.

deeplearning.ai-1

deeplearning.ai , By Andrew Ng, All slide and notebook + data (without solution) and video link

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

encoder_decoder

Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq

fanqiang

翻墙-科学上网

flasky

Companion code to my O'Reilly book "Flask Web Development".

guoke

I can

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

keras-1

Keras学习

keras-gan

Keras implementations of Generative Adversarial Networks.

keras-recommendation

Using Keras to implement recommender systems

keras-text-classification

Text classification using Convolutional Neural Networks (CNN)

keras_nmt

nmt implementation with keras

lantern-binaries

Lantern installers binary downloads.

nlp-with-python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

psiphon

A multi-functional version of a popular network circumvention tool

recurrent-convolutional-neural-network-text-classifier

My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9745.

rnn-classification

classify text by rnn/lstm, based on TensorFlow r1.0