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text_classification

all kinds of text classificaiton models and more with deep learning

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

text_gcn.pytorch

PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."

tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

tnet

Transformation Networks for Target-Oriented Sentiment Classification (ACL 2018)

transcap

Zhuang Chen, Tieyun Qian: Transfer Capsule Network for Aspect Level Sentiment Classification. ACL 2019: 547-556

transformer

A TensorFlow Implementation of the Transformer: Attention Is All You Need

transformer-tensorflow

TensorFlow implementation of 'Attention Is All You Need (2017. 6)'

transformer-xl

tutorial

Tutorial on ‘Graph-Based Meaning Representations: Design and Processing’ (ACL 2019)

tutorials

机器学习相关教程

twitter-url-corpus

Large scale sentential paraphrases collection and annotation

undreamt

Unsupervised Neural Machine Translation

vecmap

A framework to learn bilingual word embedding mappings

weibo-analyst

This is a Weibo comments analysing toolbox; 这是一个微博评论分析工具, 实现功能: 1.微博评论数据爬取; 2.分词与关键词提取; 3.词云与词频统计; 4.情感分析; 5.主题聚类

weibo_terminater

Final Weibo Crawler Scrap Anything From Weibo, comments, weibo contents, followers, anything. The Terminator

weibospider

:zap: A distributed crawler for weibo, building with celery and requests.

word-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.

wordvectors

Pre-trained word vectors of 30+ languages

xmunmt

An implementation of RNNsearch using TensorFlow