stephenbeckr / SSCLinks
Sparse Subspace Clustering (for linear and affine spaces)
☆19Updated 5 years ago
Alternatives and similar repositories for SSC
Users that are interested in SSC are comparing it to the libraries listed below
Sorting:
- MATLAB Tensor Tools☆89Updated 4 years ago
- IMTSL - Incremental and Multi-feature Tensor Subspace Learning☆37Updated 4 years ago
- Sparce Subspace Clustering (SSC) is a subspace clustering algorithm that uses sparse vector representation, convex optimization, and spec…☆44Updated 9 years ago
- ☆179Updated last year
- matlab code for convex optimization based tensor decomposition (completion/denoising)☆44Updated 10 years ago
- Robust PCA implementation and examples (Matlab)☆208Updated 7 years ago
- Matlab code for all variants of robust PCA and SPCP☆125Updated 4 years ago
- KMeans for big data using preconditioning and sparsification, Matlab implementation. Aka k-means☆60Updated 5 years ago
- Robust Prinicipal Components in Python☆63Updated 6 years ago
- Matlab implementations of fast algorithms for nonnegative matrix and tensor factorizations☆58Updated 11 years ago
- Tensor methods have emerged as a powerful paradigm for consistent learning of many latent variable models such as topic models, independe…☆17Updated 8 years ago
- Tensor Train Rank-1 decomposition☆19Updated 6 years ago
- singular value thresholding in Matlab☆13Updated 8 years ago
- Kernel Methods Toolbox for Matlab/Octave☆52Updated 6 years ago
- Code of Fair PCA algorithm introduced in the paper "The Price of Fair PCA: One Extra Dimension"☆28Updated 2 years ago
- Robust PCA in Python☆36Updated 12 years ago
- A MATLAB implementation of Auto-Encoding Variational Bayes☆48Updated 8 years ago
- Efficient Wasserstein Barycenter in MATLAB (for "Fast Discrete Distribution Clustering Using Wasserstein Barycenter with Sparse Support" …☆24Updated 6 years ago
- Fast Low-Rank Matrix Learning with Nonconvex Regularization. Matlab Code☆22Updated 6 years ago
- DICTOL - A Dictionary Learning Toolbox in Matlab and Python☆193Updated 4 years ago
- Code for our NeurIPS 2018 paper titled "Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch"☆25Updated 2 years ago
- Mutual Information functions for C and MATLAB☆144Updated 7 years ago
- Matlab Toolbox for Dimensionality Reduction☆39Updated 10 years ago
- Experiments for ICML paper DICOD: Distributed Convolutional Coordinate Descent for Convolutional Sparse Coding, ICML 2018, T. Moreau, L. …☆12Updated 6 years ago
- CUDA extension for the SPORCO project☆18Updated 4 years ago
- Spectral Clustering for Complex Graphs☆39Updated 11 years ago
- Matlab code for Low rank Matrix Factorization with AMP☆16Updated 10 years ago
- Python implementation of the Fast Iterative Shrinkage/Thresholding Algorithm.☆94Updated 7 years ago
- A lightweight accelerated proximal-gradient package for matlab☆34Updated 9 years ago
- Python implementation of Sparse Subspace Clustering algorithm.☆81Updated 7 years ago