Tutorial on Gaussian Processes
☆67Feb 20, 2020Updated 6 years ago
Alternatives and similar repositories for TutorialGP
Users that are interested in TutorialGP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Machine learning of linear differential equations using Gaussian processes☆27May 2, 2018Updated 8 years ago
- Parametric Gaussian Process Regression for Big Data (Matlab Version)☆25May 2, 2018Updated 8 years ago
- Parametric Gaussian Process Regression for Big Data☆47Feb 20, 2020Updated 6 years ago
- A Multi-objective Multi-fidelity acquisition function for Bayesian optimization based on EHVI method.☆15May 18, 2022Updated 4 years ago
- Introduction to Machine Learning in R☆26May 7, 2021Updated 5 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Multi-fidelity classification with Gaussian process☆19Jul 18, 2023Updated 3 years ago
- Deep Learning of Turbulent Scalar Mixing☆19Oct 6, 2019Updated 7 years ago
- Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems☆66Feb 20, 2020Updated 6 years ago
- Multi-fidelity modeling using Gaussian processes and nonlinear auto-regressive schemes.☆71Dec 28, 2016Updated 9 years ago
- ☆40Sep 11, 2023Updated 3 years ago
- Bayesian seismic inversion: Fast sampling Langevin dynamics Markov chain Monte Carlo☆24Jul 22, 2021Updated 5 years ago
- Hidden physics models: Machine learning of nonlinear partial differential equations☆154Feb 20, 2020Updated 6 years ago
- Codes for Hilbert space reduced-rank GP regression☆15Jul 30, 2019Updated 7 years ago
- Bayesian optimization and active learning with likelihood-weighted acquisition functions☆14Jun 17, 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.
- Summer 2020 reading group on uncertainty quantification☆24Jul 24, 2020Updated 6 years ago
- Companion code for Scheidt, C, Li, L, and Caers, J. K. Quantifying Uncertainty in Subsurface Systems, John Wiley & Sons, 2017.☆14Jul 19, 2019Updated 7 years ago
- ☆16Oct 18, 2024Updated 2 years ago
- GPstuff - Gaussian process models for Bayesian analysis☆176Dec 30, 2022Updated 3 years ago
- Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations☆293Jul 30, 2022Updated 4 years ago
- Backpropagation in Python, C++, and Cuda☆47Feb 17, 2020Updated 6 years ago
- ☆19Oct 23, 2020Updated 5 years ago
- Framework for large-scale non-linear inverse problems☆17Sep 12, 2019Updated 7 years ago
- Deep Learning of Vortex Induced Vibrations☆103Feb 21, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization☆15Mar 7, 2023Updated 3 years ago
- Source files for our inverse optimization paper!☆21Nov 15, 2017Updated 8 years ago
- Examples of using MATLAB, Symbolic Math Toolbox, Partial Differential Equation Toolbox, and Simscape Fluids for solving canonical problem…☆14Mar 4, 2025Updated last year
- Unifying sparse approximations for Gaussian process regression and classification, using Power EP☆22Oct 17, 2016Updated 10 years ago
- Gaussian Process Regression Techniques - The source code corresponding to the Ph.D. thesis.☆74May 10, 2017Updated 9 years ago
- This repository contains the MATLAB implementation of popular numerical methods in Computation Fluid dynamics. Starting from simple meth…☆11Dec 3, 2021Updated 4 years ago
- 2D Stable Fluids & 3D Stable Fluids using the Fast Fourier Transformation implemented efficiently in Julia.☆16Jan 29, 2022Updated 4 years ago
- Active learning of extreme events using deep neural operators.☆17Nov 10, 2022Updated 3 years ago
- An integrated demo: Gaussian processes for PDEs and inverse problems☆16Jul 17, 2025Updated last year
- 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.
- Multi-Information Source Optimization☆24May 15, 2019Updated 7 years ago
- ☆20Aug 2, 2023Updated 3 years ago
- 3D reconstruction of a scene from a sequence of RGB and depth images in Matlab☆14Feb 16, 2020Updated 6 years ago
- Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations☆164Feb 20, 2020Updated 6 years ago
- This repository contains the code for the method presented in the paper "Safe Data-Driven Model Predictive Control of Systems with Comple…☆12Jan 14, 2023Updated 3 years ago
- matlab code achieving Hierarchical Kriging model (a kind of variable fidelity surrogate, which can be regard as an improved version of co…☆29Jun 22, 2019Updated 7 years ago
- Gaussian Process Model Dynamic System Identification Toolbox for Matlab☆91Sep 7, 2017Updated 9 years ago