KlugerLab / SpectralNet
Deep network that performs spectral clustering
☆322Updated last year
Related projects ⓘ
Alternatives and complementary repositories for SpectralNet
- Python code for paper - Variational Deep Embedding : A Generative Approach to Clustering☆290Updated 6 years ago
- This repository contains the source code and data for reproducing results of Deep Continuous Clustering paper☆209Updated 3 years ago
- ☆206Updated 4 years ago
- Pytorch Implemention of paper "Deep Spectral Clustering Learning", the state of the art of the Deep Metric Learning Paper☆92Updated 6 years ago
- ☆461Updated 4 years ago
- [Under development]- Implementation of various methods for dimensionality reduction and spectral clustering implemented with Pytorch☆162Updated 7 years ago
- Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders☆210Updated 4 years ago
- ☆156Updated 7 years ago
- Toolbox for large scale subspace clustering☆170Updated 2 years ago
- This is outdated -- New version: https://github.com/boyangumn/DCN-New☆93Updated 6 years ago
- Unsupervised clustering with (Gaussian mixture) VAEs☆295Updated 7 years ago
- clustering☆114Updated 5 years ago
- Torch code for our CVPR 2016 paper "Joint Unsupervised LEarning of Deep Representations and Image Clusters"☆288Updated 5 years ago
- Updated version of DCN☆83Updated 2 years ago
- ☆56Updated 6 years ago
- Generic implementation for clustering with deep learning : representation learning (DNN) + clustering☆291Updated 6 years ago
- PyTorch implementation of DEC (Deep Embedding Clustering)☆318Updated 4 years ago
- Python implementation of Sparse Subspace Clustering algorithm.☆79Updated 6 years ago
- Pytorch implementation of Improved Deep Embedded Clustering☆98Updated 5 years ago
- Tensorflow implementation of "Deep Multimodal Subspace Clustering Networks"☆70Updated 5 years ago
- the reproduce of Variational Deep Embedding : A Generative Approach to Clustering Requirements by pytorch☆124Updated last year
- PyTorch implementation of SDAE (Stacked Denoising AutoEncoder)☆123Updated 4 years ago
- Reproducing code for the paper "Learning Discrete Representations via Information Maximizing Self-Augmented Training"☆79Updated 5 years ago
- ☆53Updated 4 years ago
- ☆191Updated 2 years ago
- PyTorch implementation of spectral graph ConvNets, NeurIPS’16☆291Updated 7 years ago
- Theano-based implementation of Deep Semi-NMF.☆112Updated 9 years ago
- Learning to Cluster. A deep clustering strategy.☆314Updated 4 years ago
- A deep clustering algorithm. Code to reproduce results for our paper N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of …☆129Updated last year
- Hyperbolic Hierarchical Clustering.☆194Updated last year