vivienseguy / Wasserstein-PCALinks
Principal Geodesic Analysis in the Wasserstein space
☆10Updated 7 years ago
Alternatives and similar repositories for Wasserstein-PCA
Users that are interested in Wasserstein-PCA are comparing it to the libraries listed below
Sorting:
- GitHub repository for the ICLR Computational Geometry & Topology Challenge 2021☆53Updated 3 years ago
- Optimisation on Diffeomorphisms☆12Updated 10 months ago
- CO-Optimal Transport☆42Updated 5 years ago
- L1-regularized least squares with PyTorch☆72Updated 2 years ago
- A Python implementation of Monge optimal transportation☆49Updated 2 years ago
- [NeurIPS 2020] Neural Manifold Ordinary Differential Equations (https://arxiv.org/abs/2006.10254)☆122Updated 2 years ago
- MMD, Hausdorff and Sinkhorn divergences scaled up to 1,000,000 samples.☆57Updated 6 years ago
- The essence of my research, distilled for reusability. Enjoy 🥃!☆72Updated last year
- ☆17Updated 6 years ago
- Code for "Variational Autoencoder with Learned Latent Structure"☆34Updated 4 years ago
- Code of our NeurIPS 2020 publication 'Uncovering the Topology of Time-Varying fMRI Data using Cubical Persistence'☆25Updated 5 years ago
- Code for computing Hypergraph Co-Optimal Transport distances☆17Updated 2 years ago
- package for ATOL: Automatic Topologically-Oriented Learning☆24Updated 9 months ago
- Optimal transport transforms☆23Updated 7 years ago
- Synthetic data sets apt for Topological Data Analysis☆36Updated last week
- Open source library for combining TDA and Machine Learning☆85Updated 2 years ago
- Implementation of the PersLay layer for persistence diagrams☆84Updated 2 years ago
- Code for JMLR paper ``Learning Representations of Persistence Barcodes``☆24Updated 5 years ago
- This code accompanies the paper "Persistence Images: A Stable Vector Representation of Persistent Homology".☆44Updated 5 years ago
- NeurIPS paper 'Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis'☆12Updated 3 years ago
- Open library for LDDMM and Metamorphosis in PyTorch☆23Updated this week
- Distances and representations of persistence diagrams☆132Updated last week
- PyTorch implementation of the Covariate-GPLVM☆25Updated 5 years ago
- Examples of more involved applications using Geomstats☆33Updated 4 years ago
- Multi-task regression in Python☆25Updated 4 years ago
- Topological Signal Processing in Python☆39Updated last month
- Spatio-temporal alignements: Optimal transport in space and time☆48Updated 8 months ago
- c-lasso: a Python package for constrained sparse regression and classification☆32Updated 4 years ago
- Vectorization of persistence diagrams and approximate Wasserstein distance☆28Updated 5 years ago
- Code for random Fourier features based on Rahimi and Recht's 2007 paper.☆58Updated 5 years ago