zqhZY / Semanaly
semantic analysis using word2vector, doc2vector,lstm and other method. mainly for text similarity analysis.
Stars: ✭ 143
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semanaly
semantic analysis using word2vector, doc2vector and other method. mainly for text similarity analysis. related link here
useage
word2vector
data prepare
unzip dataset/me_train.zip
python read_data.py (in word2vector dir)
train for w2v and d2v
mkdir model
python word2vector.py (in word2vector dir)
python doc2vector.py (in word2vector dir)
test for text similarity use word2vector
python sample.py
python shottext.py
lstm
cd lstm
python lstm.py
python shottext_lstm.py
textclassfier
- demo text classfier using word2vector、cnn、lstm implemented by pytorch.
- kfold implemented for train
tools
tools for data preprocess
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