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liuwq168's Projects

td-lstm icon td-lstm

Attention-based Aspect-term Sentiment Analysis implemented by tensorflow.

tdl icon tdl

Course "Theories of Deep Learning"

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorflow_fasttext icon tensorflow_fasttext

Simple embedding based text classifier inspired by fastText, implemented in tensorflow

textclassifier icon textclassifier

Text classifier for Hierarchical Attention Networks for Document Classification

textinfoexp icon textinfoexp

自然语言处理实验(sougou数据集),TF-IDF,文本分类、聚类、词向量、情感识别、关系抽取等

tflearn icon tflearn

Deep learning library featuring a higher-level API for TensorFlow.

tmn icon tmn

Source code of TMN (Topic Memory Network)

topiccluster icon topiccluster

基于Kmeans与Lda模型的多文档主题聚类,输入多篇文档,输出每个主题的关键词与相应文本,可用于主题发现与热点分析

torch-light icon torch-light

Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.

transformer-xl-chinese icon transformer-xl-chinese

transformer xl在中文文本生成上的尝试(效果意外的好,可写小说、古诗)(transformer xl for text generation of chinese)

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