neel-dey / robustNTFLinks
PyTorch implementation of Robust Non-negative Tensor Factorization appearing in N. Dey, et al., "Robust Non-negative Tensor Factorization, Diffeomorphic Motion Correction and Functional Statistics to Understand Fixation in Fluorescence Microscopy".
☆20Updated last year
Alternatives and similar repositories for robustNTF
Users that are interested in robustNTF are comparing it to the libraries listed below
Sorting:
- ☆28Updated 7 years ago
- c-lasso: a Python package for constrained sparse regression and classification☆32Updated 4 years ago
- Riemannian stochastic optimization algorithms: Version 1.0.3☆64Updated 2 years ago
- Data Science and Matrix Optimization course☆74Updated 4 years ago
- A short tutorial on implementing Canonical Polyadic (CP) tensor decomposition in Python☆64Updated last year
- Extended Dynamic Mode Decomposition for system identification from time series data (with dictionary learning, control and streaming opti…☆30Updated 9 months ago
- A matlab library for CUR matrix decomposition☆27Updated 7 years ago
- Implemented Laplacian Eigenmaps☆19Updated 3 years ago
- Toolbox for performing Non-negative Matrix Factorization (NMF) and several variants☆46Updated 6 years ago
- Sample code for the NIPS paper "Scalable Variational Inference for Dynamical Systems"☆26Updated 6 years ago
- An Internal Validity Index Based on Density-Involved Distance (2019).☆17Updated 5 months ago
- A fresh approach to deep learning written in MATLAB☆24Updated 2 years ago
- Pytorch implementation of "Inferring Causal Dependencies between Chaotic Dynamical Systems from Sporadic Time Series"☆9Updated 5 years ago
- Signal recovery and sampling over graphs☆16Updated 6 years ago
- Code for experimentation on graph scattering transforms☆30Updated 5 years ago
- Morgan A. Schmitz., Matthieu Heitz, Nicolas Bonneel, Fred Ngole, David Coeurjolly, Marco Cuturi, Gabriel Peyré, and Jean-Luc Starck. "Was…☆20Updated 5 years ago
- Parametric Gaussian Process Regression for Big Data☆45Updated 5 years ago
- Predictive principal component analysis (PredPCA)☆20Updated 3 years ago
- Implementation for Non-stationary Spectral Kernels (NIPS 2017)☆20Updated 5 years ago
- Fast computation of diffusion maps and geometric harmonics in Python. Moved to https://git.sr.ht/~jmbr/diffusion-maps☆42Updated 3 years ago
- Graph matching and clustering by comparing heat kernels via optimal transport.☆26Updated 2 years ago
- L1-regularized least squares with PyTorch☆69Updated 2 years ago
- NonNegative Matrix Factorization with Low Rank via the Alternating Direction Method of Multipliers☆9Updated 8 years ago
- Solving stochastic differential equations and Kolmogorov equations by means of deep learning and Multilevel Monte Carlo simulation☆12Updated 3 years ago
- A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis☆20Updated 7 years ago
- Signal Processing on non-euclidien domain signals☆29Updated 6 years ago
- Matlab Toolbox for Dimensionality Reduction☆35Updated 10 years ago
- OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1☆37Updated 2 years ago
- Use Bayesian Global Optimization to solve inverse problems☆13Updated 9 years ago
- Deep Learning application to the partial differential equations☆30Updated 7 years ago