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The Top 23 Matlab Gaussian Processes Open Source Projects

Open source projects categorized as Matlab Gaussian Processes
Categories > Machine Learning > Gaussian Processes
Gpmp2 ⭐ 223
Gaussian Process Motion Planner 2
most recent commit 2 years ago
Keras Gp ⭐ 219
Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.
most recent commit 3 years ago
Bcpd ⭐ 218
Bayesian Coherent Point Drift (BCPD/BCPD++/GBCPD/GBCPD++)
most recent commit a year ago
Vbmc ⭐ 209
Variational Bayesian Monte Carlo (VBMC) algorithm for posterior and model inference in MATLAB
most recent commit a year ago
Gpstuff ⭐ 144
GPstuff - Gaussian process models for Bayesian analysis
most recent commit a year ago
Miscellaneous R Code ⭐ 140
Code that might be useful to others for learning/demonstration purposes, specifically along the lines of modeling and various algorithms. Now almost entirely superseded by the models-by-example repo.
most recent commit 3 years ago
Deepgp ⭐ 78
Deep Gaussian Processes in matlab
most recent commit 3 years ago
Gpslam ⭐ 61
Sparse Gaussian Processes for SLAM
most recent commit 7 years ago
Gpz ⭐ 35
GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete data
most recent commit 3 years ago
Stk ⭐ 34
The STK is a (not so) Small Toolbox for Kriging. Its primary focus is on the interpolation/regression technique known as kriging, which is very closely related to Splines and Radial Basis Functions, and can be interpreted as a non-parametric Bayesian method using a Gaussian Process (GP) prior.
most recent commit 7 months ago
Ts Emo ⭐ 32
This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).
most recent commit 4 years ago
Max Value Entropy Search ⭐ 27
Max-value Entropy Search for Efficient Bayesian Optimization
most recent commit 4 years ago
Numericalgp ⭐ 24
Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations
most recent commit 4 years ago
Collab ⭐ 23
Collaborative filtering with the GP-LVM
most recent commit 9 years ago
Gptp_multi_output ⭐ 21
multivariate Gaussian process regression and multivariate Student-t process regression
most recent commit 3 years ago
Gplvm4manifold3d ⭐ 20
Generating 3D CAD models with manifolds trained by Gaussian Process Latent Variable Models
most recent commit 8 years ago
Irl ⭐ 19
Inverse Reinforcement Learning, Inverse Optimal Control, Apprenticeship Learning
most recent commit 3 years ago
Gpml ⭐ 16
An up-to-date version of GPML library.
most recent commit 5 years ago
Boundary Gp ⭐ 14
Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features
most recent commit 5 years ago
Tutorialgp ⭐ 12
Tutorial on Gaussian Processes
most recent commit 4 years ago
Nonstationary Spectral Kernels ⭐ 11
Implementation for Non-stationary Spectral Kernels (NIPS 2017)
most recent commit 4 years ago
Parametricgp In Matlab ⭐ 11
Parametric Gaussian Process Regression for Big Data (Matlab Version)
most recent commit 6 years ago
Cogp ⭐ 11
Collaborative multi-output Gaussian processes
most recent commit 10 years ago
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