rmgarnett / gpml_extensionsView external linksLinks
Provides various extensions to the GPML toolbox for Gaussian process inference in MATLAB.
☆34Mar 24, 2017Updated 8 years ago
Alternatives and similar repositories for gpml_extensions
Users that are interested in gpml_extensions are comparing it to the libraries listed below
Sorting:
- End-to-End Probabilistic Inference for Nonstationary Audio Analysis☆12Aug 7, 2019Updated 6 years ago
- Chirp instantaneous frequency estimation using stochastic differential equation Gaussian processes☆13Oct 30, 2024Updated last year
- Gaussian Process Regression Network code☆13Sep 3, 2013Updated 12 years ago
- Implementation of stochastic variational inference for differentially deep gaussian processes☆15Nov 5, 2018Updated 7 years ago
- Hilbert-Schmidt Independence Criterion☆18Jun 17, 2014Updated 11 years ago
- Bayesian Dynamic Linear Models for time-series analysis☆26Feb 18, 2022Updated 3 years ago
- Code for AutoGP☆27Jul 19, 2019Updated 6 years ago
- Examples of building probabilistic models with MXNet linear algebra operators☆23Oct 24, 2017Updated 8 years ago
- Implementation for Non-stationary Spectral Kernels (NIPS 2017)☆20Jan 4, 2020Updated 6 years ago
- Flood Mapping Intercomparison☆15Nov 5, 2025Updated 3 months ago
- GPstuff - Gaussian process models for Bayesian analysis☆175Dec 30, 2022Updated 3 years ago
- simple MATLAB code for randomized matrix computation☆23Nov 13, 2015Updated 10 years ago
- PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python☆124Jan 1, 2026Updated last month
- The Project was a study of how closely time series predictions and forecasting can be made on stochastic time models modelled using diffe…☆10Aug 16, 2020Updated 5 years ago
- A generic interface for linear algebra backends☆76Nov 13, 2025Updated 3 months ago
- Non-stationary spectral mixture kernels implemented in GPflow☆28Nov 30, 2018Updated 7 years ago
- Code repo for "Function-Space Distributions over Kernels"☆32Jan 21, 2021Updated 5 years ago
- sss - Sparse State-Space and System Analysis Toolbox☆12Aug 17, 2024Updated last year
- Repository for "The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications"☆11May 30, 2025Updated 8 months ago
- The up-to-date code for Mesoscale Individualized NeuroDynamic modeling and filtering☆10Jul 22, 2021Updated 4 years ago
- The Boris algorithm for numerically tracing non-relativistic charged particles in electromagnetic fields, written in C, matlab, and pytho…☆15Feb 2, 2024Updated 2 years ago
- ☆10Dec 20, 2024Updated last year
- Code and data repository associated with the respiratory resistance sensitivity discrimination manuscript.☆10Nov 20, 2025Updated 2 months ago
- ☆13Feb 11, 2022Updated 4 years ago
- Variational Fourier Features☆87Jun 16, 2021Updated 4 years ago
- A hands-on tutorial on supervised learning with Gaussian processes☆37Nov 22, 2019Updated 6 years ago
- Numpy compatible polynomial representation☆12Jan 2, 2026Updated last month
- ☆10Feb 20, 2017Updated 8 years ago
- 2024 University of Reading data assimilation training course practical☆10May 19, 2025Updated 8 months ago
- Code and data for a simulation project aimed at computing statistical power for various dimensionality reduction and clustering algorithm…☆13Mar 3, 2020Updated 5 years ago
- ☆13Aug 6, 2025Updated 6 months ago
- Initial repo for behavioral analyses☆10Aug 24, 2022Updated 3 years ago
- Codes working in the R environment to apply rainfall-runoff hydrological models☆12Jan 19, 2022Updated 4 years ago
- A set of tools to analyze and interpret auditory steady-state responses, particularly the subcortical kind commonly known as frequency-fo…☆15Jan 19, 2026Updated 3 weeks ago
- Source code for NeurIPS 2019 paper "Learning Latent Processes from High-Dimensional Event Sequences via Efficient Sampling""☆10Mar 20, 2021Updated 4 years ago
- ☆10Jul 31, 2020Updated 5 years ago
- Some time series vectorization methods which could give better representation for classification / clustering or other analysis.☆11Jan 4, 2016Updated 10 years ago
- Active Inference & Category Theory☆10Mar 11, 2024Updated last year
- Bayesian Deep Ensembles via MILE: easy to use, scikit-learn compatible and fast (JAX powered)☆38Feb 4, 2026Updated last week