Matlab implementations of Gaussian processes and other machine learning tools.
☆147Jun 16, 2017Updated 9 years ago
Alternatives and similar repositories for GPmat
Users that are interested in GPmat are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep Gaussian Processes in matlab☆93Sep 14, 2021Updated 5 years ago
- Fork of NETLAB toolbox written by Ian T. Nabney.☆19Dec 30, 2015Updated 10 years ago
- Bayesian GPLVM in MATLAB and R☆77Jun 16, 2017Updated 9 years ago
- Code to implement efficient spatio-temporal Gaussian Process regression via iterative Kalman Filtering. KF is used to resolve the tempora…☆40May 22, 2018Updated 8 years ago
- Matlab source code for the SONIG algorithm: Sparse Online Noisy-Input Gaussian process regression.☆29Sep 24, 2017Updated 9 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Gaussian Process Model Dynamic System Identification Toolbox for Matlab☆91Sep 7, 2017Updated 9 years ago
- Gaussian processes framework in python☆2,169Updated this week
- An up-to-date version of GPML library.☆40Apr 5, 2019Updated 7 years ago
- A collection of Gaussian process models☆30Aug 17, 2017Updated 9 years ago
- Gaussian processes in TensorFlow☆1,921Oct 15, 2026Updated 2 weeks ago
- This repository contains the MATLAB codes for the time-series prediction using (i) MMSE forecast of ARIMA models (ii) Kalman filter appro…☆21Dec 10, 2019Updated 6 years ago
- Package for fitting Gaussian Process Emulators to multiple output computer simulation results.☆56Oct 18, 2023Updated 3 years ago
- Gaussian process regression code.☆25Apr 24, 2014Updated 12 years ago
- ☆16Oct 18, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Batch and incremental Sparse Spectrum Gaussian Process for Regression☆10Mar 16, 2021Updated 5 years ago
- Fully nonstationary, heteroscedastic GP for Matlab☆16Jul 25, 2024Updated 2 years ago
- Multi-task Gaussian Process☆45Jan 20, 2015Updated 11 years ago
- ☆17Jul 29, 2022Updated 4 years ago
- Online Sparse Gaussian Process wrapper☆10Feb 4, 2015Updated 11 years ago
- Deep Gaussian Processes with Doubly Stochastic Variational Inference☆154Feb 21, 2019Updated 7 years ago
- Infinite-horizon Gaussian processes☆33Sep 28, 2020Updated 6 years ago
- Project for the course "Statistical Learning and Stochastic Control" at University of Stuttgart☆238Sep 24, 2020Updated 6 years ago
- The effects of sparse and group-feature regression models in portfolio optimization.☆24May 18, 2014Updated 12 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ROS/MoveIt! extension for redundancy resolution with dynamic programming. Please cite: Ferrentino, E.; Salvioli, F.; Chiacchio, P. Global…☆11Mar 8, 2021Updated 5 years ago
- Faster GP-LVM software in MATLAB.☆32May 19, 2021Updated 5 years ago
- Variational Fourier Features☆88Jun 16, 2021Updated 5 years ago
- Gaussian Process Random Fields☆22Oct 28, 2015Updated 11 years ago
- Matlab implementation of Implicit mixtures of Conditional Restricted Boltzmann Machines.☆24May 20, 2020Updated 6 years ago
- A Tensorflow based library for Time Series Modelling with Gaussian Processes☆32Apr 22, 2026Updated 6 months ago
- MPC with Gaussian Process☆239Jun 9, 2019Updated 7 years ago
- Continual Gaussian Processes☆32Jul 6, 2023Updated 3 years ago
- This repository contains the code of the Geometry-aware Bayesian Optimization (GaBO) framework.☆10May 22, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆71May 26, 2020Updated 6 years ago
- ☆14Mar 12, 2025Updated last year
- Outlier Detection for Text Data☆24Jan 3, 2017Updated 9 years ago
- Matlab code for implementing Nonnegativity Constrained Autoencoder (NCAE) for Deep Learning.☆13Nov 15, 2015Updated 10 years ago
- Paper list in the survey paper: Challenges and Opportunities of Using Deep Learning in Safe-Critical Robotic Manipulator Planning☆11Feb 19, 2026Updated 8 months ago
- This is the official git for team Kanaloa☆11Dec 9, 2022Updated 3 years ago
- Tutorial code for Auto-Encoders, implementing Marc'Aurelio Ranzato's Sparse Encoding Symmetric Machine and testing it on the MNIST handwr…☆36Mar 26, 2014Updated 12 years ago