GPdyn
System identifier
This toolbox facilitates dynamic system identification using Gaussian process models.
Gaussian Process Model Dynamic System Identification Toolbox for Matlab
90 stars
10 watching
32 forks
Language: Matlab
last commit: about 9 years agoLinked from 1 awesome list
Related projects:
| Repository | Description | Stars |
|---|---|---|
| A system identification toolbox for MATLAB and GNU Octave | 84 | |
| A project for identifying and controlling a robotic system using MATLAB and PID control parameters | 53 | |
| Software for modeling and prediction with multiple output Gaussian processes | 48 | |
| Provides a low-level interface to Gaussian process models in JAX for flexible extension and customisation | 467 | |
| A Matlab toolbox providing implementations of Gaussian processes and other machine learning tools. | 135 | |
| A lightweight library for building Gaussian Process models in Python | 297 | |
| A collection of tutorials and examples for working with dynamical systems and control in Matlab | 101 | |
| A software environment for parameter estimation in dynamical systems, supporting model calibration and uncertainty analysis. | 57 | |
| A collection of MATLAB demo code supporting a textbook on data-driven science and engineering | 267 | |
| Analyzes complex datasets to extract underlying dynamics and coherent structures | 77 | |
| A Matlab toolbox for implementing evolutionary dynamics from game theory. | 54 | |
| Software implementing probabilistic models for uncertainty estimation in data analysis | 91 | |
| Gaussian process modeling in PyTorch using a ported version of the GPFlow library | 75 | |
| Graph Signal Processing Toolbox for efficient computation and analysis of graph signals in various domains | 138 | |
| A collection of mature toolboxes for Matlab that provide specialized functionality. | 326 |