multigp
Gaussian process toolbox
Software for modeling and prediction with multiple output Gaussian processes
Multiple output Gaussian processes in MATLAB including the latent force model.
48 stars
34 watching
23 forks
Language: Matlab
last commit: about 9 years ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
sheffieldml/gpmat | A Matlab toolbox providing implementations of Gaussian processes and other machine learning tools. | 133 |
sheffieldml/deepgp | Software implementing probabilistic models for uncertainty estimation in data analysis | 91 |
jaxgaussianprocesses/gpjax | Provides a low-level interface to Gaussian process models in JAX for flexible extension and customisation | 465 |
stor-i/gaussianprocesses.jl | A Julia package that provides a flexible nonparametric tool for modeling data using Gaussian Processes | 308 |
dfm/tinygp | A lightweight library for building Gaussian Process models in Python | 298 |
jiayuzhou/malsar | A collection of algorithms and techniques for multi-task learning via structural regularization in various domains. | 133 |
lukapopijac/gaussian-mixture-model | An implementation of an unsupervised machine learning algorithm using multivariate Gaussian mixture models. | 26 |
sheffieldml/vargplvm | A software project implementing Bayesian GP-LVM with variational approximations and automatic dimensionality detection. | 74 |
davidavdav/gaussianmixtures.jl | A package implementing a Gaussian Mixture Model (GMM) algorithm for large-scale data analysis | 99 |
teichlab/gpfates | Software to model transcriptional cell fates as mixtures of Gaussian Processes | 19 |
martin-borkovec/ggparty | A package for creating ggplot2 visualizations of party models. | 147 |
t-vi/candlegp | An implementation of Gaussian Process regression using PyTorch | 74 |
ziatdinovmax/gpim | An open-source Python package for applying Gaussian processes to images and hyperspectral data for reconstruction and Bayesian optimization. | 57 |
covartech/prt | Provides a unified framework for machine learning and pattern recognition in MATLAB | 145 |
open-mmlab/mmgeneration | Generative model toolkit for GANs and image generation tasks | 1,918 |