XifengGuo / DEC-keras
Keras implementation for Deep Embedding Clustering (DEC)
☆484Updated last year
Alternatives and similar repositories for DEC-keras:
Users that are interested in DEC-keras are comparing it to the libraries listed below
- ☆477Updated 5 years ago
- ☆195Updated 2 years ago
- ☆160Updated 7 years ago
- Generic implementation for clustering with deep learning : representation learning (DNN) + clustering☆292Updated 6 years ago
- Deep Embedding Clustering in Keras☆130Updated 7 years ago
- PyTorch implementation of DEC (Deep Embedding Clustering)☆327Updated 4 years ago
- This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper☆212Updated 3 years ago
- How to do Unsupervised Clustering with Keras☆238Updated 6 years ago
- Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering☆298Updated 7 years ago
- Tensorflow implementation of "Unsupervised Deep Embedding for Clustering Analysis"☆57Updated 6 years ago
- Keras implementation of LSTM Variational Autoencoder☆227Updated 5 years ago
- Latent space clustering in Generative Adversarial Network (GAN)☆104Updated 3 years ago
- A deep clustering algorithm. Code to reproduce results for our paper N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of …☆132Updated last year
- Updated version of DCN☆84Updated 2 years ago
- This is outdated -- New version: https://github.com/boyangumn/DCN-New☆94Updated 6 years ago
- PyTorch implementation of SDAE (Stacked Denoising AutoEncoder)☆124Updated 4 years ago
- Deep Embedded Clustering with Data Augmentation (DEC-DA). Performance on MNIST (acc=0.985, nmi=0.960).☆55Updated 6 years ago
- Pytorch implementation of Improved Deep Embedded Clustering☆102Updated 6 years ago
- Deep network that performs spectral clustering☆322Updated 2 years ago
- ☆94Updated 6 years ago
- A pytorch implementation of the paper Unsupervised Deep Embedding for Clustering Analysis.☆137Updated 5 years ago
- Implementations of various VAE-based semi-supervised and generative models in PyTorch☆705Updated 5 years ago
- Code for Learning Embedding Space for Clustering From Deep Representations [IEEE BigData 2018]☆22Updated 6 years ago
- Pytorch Deep Clustering with Convolutional Autoencoders implementation☆105Updated 4 years ago
- clustering☆115Updated 6 years ago
- A combination of Autoencoder and Robust PCA☆186Updated 9 months ago
- ☆210Updated 4 years ago
- A tensorflow version of JULE (Joint Unsupervised Learning of Deep Representations and Image Clusters).☆25Updated 6 years ago
- Torch code for our CVPR 2016 paper "Joint Unsupervised LEarning of Deep Representations and Image Clusters"☆291Updated 5 years ago
- Unsupervised clustering with (Gaussian mixture) VAEs☆298Updated 8 years ago