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Bio: PhD Xi’An jiaotong University， Deep Learning，Natural Language Processing

generalzh's Projects

topicvec

主题级的词向量Generative Topic Embedding: a Continuous Representation of Documents

train_arch

vgg(vgg16,vgg19), resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152), inception_v4, inception_resnet_v2,.....

cnn+rnn+attention: vgg(vgg16,vgg19)+rnn(LSTM, GRU)+attention, resnet(resnet_v2_50,resnet_v2_101,resnet_v2_152)+rnnrnn(LSTM, GRU)+attention, inception_v4+rnn(LSTM, GRU)+attention, inception_resnet_v2+rnn(LSTM, GRU)+attention,.....

transformers

BERT压缩微调，将规模压缩，不影响性能🤗 Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

tweet2vec

Tweet级的词向量表示Twitter hashtag prediction

tweetfeels

Real-time sentiment analysis in Python using twitter's streaming api

tweetsentiment-semeval2015

A text classifier to tackle sentiment classification in Twitter for task 10 of Semeval 2015 using Python and the Sklearn library.

twitter-sentiment-analysis

User-level Sentiment Analysis with a Hybrid Approach

twitter-sentiment-analysis-1

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

twitter-sentiment-analysis-using-spark-streaming-and-kafka

Twitter Sentiment Analysis using Spark and Kafka

twitter-sentiment-cnn

An implementation in TensorFlow of a convolutional neural network (CNN) to perform sentiment classification on tweets.

twitter-sentiment-dnn

Deep Neural Network for Sentiment Analysis on Twitter

twitter-sentiment-semeval2015-uml-classifiers

UML classifiers for SemEval 2015

twitterhybridclassifier

Source code for the Twitter Hybrid Sentiment Classifier used in Semeval 2014 competition. (Sentiment Analysis system)

twittersa

SentimentAnalysis

vgg_tensorflow

VGGNet implemented by tensorflow

video-auto-wipe

Automatically erase objects in the video, such as logo, text, etc.

video-auto-wipe-1

Erase specific content from the video that you don't wanna see

video-classification-cnn-and-lstm-

To classify video into various classes using keras library with tensorflow as back-end.

voiceprint

A simple model implemented with tensorflow for voiceprint

whatsappgroupanalysis

Analysis of WhatsApp Group Chat

wordiscovery

Chinese new word discovery

zhopenie

Chinese Open Information Extraction (Tree-based Triple Relation Extraction Module)

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