alexisthual / fugwLinks
Scalable python GPU solvers for fused unbalanced gromov-wasserstein optimal transport problems, with routines and examples to align brain data (fMRI)
☆41Updated last month
Alternatives and similar repositories for fugw
Users that are interested in fugw are comparing it to the libraries listed below
Sorting:
- Scalable framework for comparing metric measure spaces with up to 1M points.☆14Updated 4 years ago
- Canonical Correlation Analysis Zoo: A collection of Regularized, Deep Learning based, Kernel, and Probabilistic methods in a scikit-learn…☆210Updated last year
- ☆49Updated 3 years ago
- Alignment between clustered datasets via hierarchical Wasserstein distance☆38Updated last year
- ☆26Updated 4 months ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆38Updated 2 years ago
- Code helper for BEETL competition☆11Updated 3 years ago
- A generalised Gaussian process method for learning vector fields over non-Euclidean domains. Particularly useful for EEG data analysis an…☆24Updated 8 months ago
- A toolbox for implementing Network Control Theory analyses in python☆62Updated 11 months ago
- Some methods for comparing network representations in deep learning and neuroscience.☆139Updated 11 months ago
- Poisson Identifiable VAE (pi-VAE)☆52Updated 4 years ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆75Updated 4 months ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Fractional ridge regression☆48Updated 3 years ago
- Domain adaptation toolbox compatible with scikit-learn and pytorch☆130Updated this week
- ☆73Updated 3 years ago
- A Python package for intrinsic dimension estimation☆91Updated 2 months ago
- ☆23Updated last year
- Implementation of the Gromov-Wasserstein distance to the setting of Unbalanced Optimal Transport☆45Updated 2 years ago
- Simulator for fMRI data☆14Updated last week
- Linear Optimal Low Rank Projection☆19Updated 6 years ago
- HiDimStat: High-dimensional statistical inference tool for Python☆22Updated 9 months ago
- Estimation, analysis and decomposition of brainwave spatiotemporal dynamics☆29Updated 4 years ago
- Machine Learning Utils of Sinzlab☆29Updated 4 months ago
- Tikhonov regression in python☆32Updated last year
- Python package for permutation tests, for statistics and machine learning.☆26Updated 2 months ago
- Dynamical Neuroimaging Spatiotemporal Representations (DyNeuSR)☆48Updated last year
- Multi-view-AE: An extensive collection of multi-modal autoencoders implemented in a modular, scikit-learn style framework.☆52Updated 11 months ago
- Convert biological neuronal networks to artificial recurrent neuronal networks☆21Updated 3 years ago
- Python package for analysing and visualising brain connectome data☆11Updated last year