What's this

This is repository about takus's final assignment in the DL4US(https://weblab.t.u-tokyo.ac.jp/dl4us/)

Technology

• Deep Embedded Clustering(DEC)
• Variational Deep Embedding(VaDE)

Usage

• See the Evaluate.ipynb

References

• Deep Clustering: https://deepnotes.io/deep-clustering
• DEC(paper): http://proceedings.mlr.press/v48/xieb16.pdf
• DEC(code): https://github.com/XifengGuo/DEC-keras
• VaDE(paper): https://arxiv.org/pdf/1611.05148.pdf
• VaDE(code): https://github.com/slim1017/VaDE
• scikit-learn: https://scikit-learn.org/stable/modules/clustering.html
• MNIST, Fashion MNIST: https://keras.io/ja/datasets/