Clustering with Deep Learning:
Taxonomy and New Methods

1) Deep Cluster Pipeline:

Ref:/

Other implementations of DEC:

• Original Caffe: https://github.com/piiswrong/dec

• PyTorch: https://github.com/CharlesNord/DEC-pytorch and https://github.com/eelxpeng/dec-pytorch

• Keras: https://github.com/XifengGuo/DEC-keras and https://github.com/fferroni/DEC-Keras

• MXNet: https://github.com/apache/incubator-mxnet/blob/master/example/deep-embedded-clustering/dec.py

• Chainer: https://github.com/ymym3412/DeepEmbeddedClustering

References:

• https://medium.com/@dptmn200/unsupervised-deep-embedding-for-clustering-analysis-a-summary-f6e5f2dce94f