Deep Clustering: methods and implements Paper Conference Code A Survey of Clustering With Deep Learning: From the Perspective of Network Architecture IEEE ACCESS 2018 GEMSEC: Graph Embedding with Self Clustering Arxiv 2018 TensorFlow Clustering with Deep Learning: Taxonomy and New Methods Arxiv 2018 Theano Deep Continuous Clustering(DCC) Arxiv 2018 Pytorch Deep Clustering with Convolutional Autoencoders(DCEC) ICONIP 2018 Keras SpectralNet: Spectral Clustering Using Deep Neural Networks ICLR 2018 TensorFlow Subspace clustering using a low-rank constrained autoencoder(LRAE) Information Science 2018 Clustering-driven Deep Embedding with Pairwise Constraints(CPAC) Arxiv 2018 Pytorch Towards K-means-friendly Spaces: Simultaneous Deep Learning and Clustering PMLR 2017 Deep Unsupervised Clustering With Gaussian Mixture Variational AutoEncoders(GMVAE) ICLR 2017 Lua Is Simple Better?: Revisiting Simple Generative Models for Unsupervised Clustering NIPS 2017 Workshop Pytorch Imporved Deep Embedding Clustering(IDEC) IJCAI 2017 Keras,Pytorch Deep Clustering Network(DCN) Arxiv 2016 Theano Deep Clustering via joint convolutional autoencoder embedding and relative entropy minimization(DEPICT) ICCV 2017 Theano Discriminatively Boosted Clustering(DBC) Arxiv 2017 Variational Deep Embedding(VADE) IJCAI 2017 Keras Deep Subspace Clustering Networks(DSC-Nets) NIPS 2017 TensorFlow Graph Clustering with Dynamic Embedding(GRACE) Arxiv 2017 Deep Unsupervised Clustering Using Mixture of Autoencoders(MIXAE) Arxiv 2017 Deep Embedded Clustering(DEC) ICML 2016 Caffe TensorFlow Joint Unsupervised Learning of Deep Representations and Image Clustering(JULE) CVPR 2016 Torch Deep Embedding Network for Clustering(DEN) ICPR 2014 Auto-encoder Based Data Clustering(ABDC) CIARP 2013 Pytrorch Learning Deep Representations for Graph Clustering AAAI 2014 python TIPS If you find this repository useful to your research or work, it is really appreciate to star this repository.