Install Keras v2.0, scikit-learn

sudo pip install keras scikit-learn

settings in main.py

TEST = Ture

when TEST = Ture, the code just test the trained DEMVC model

train_ae = False

when train_ae = Ture, the code will pre-train the autoencoders first, and the fine-turn the model with DEMVC

data = 'MNIST_USPS_COMIC'

the tested datasets contain:

'MNIST_USPS_COMIC' (CAE)

'BDGP' (FAE)

run the code：

python main.py

BibTex

@article{xu2021deep, title={Deep embedded multi-view clustering with collaborative training}, author={Xu, Jie and Ren, Yazhou and Li, Guofeng and Pan, Lili and Zhu, Ce and Xu, Zenglin}, journal={Information Sciences}, volume={573}, pages={279--290}, year={2021} }