Code to implement efficient spatio-temporal Gaussian Process regression via iterative Kalman Filtering. KF is used to resolve the temporal part of the space-time process while, standard GP regression is used for the spatial part
☆39May 22, 2018Updated 7 years ago
Alternatives and similar repositories for Efficient-GP-Regression-via-Kalman-Filtering
Users that are interested in Efficient-GP-Regression-via-Kalman-Filtering are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Gaussian process regression + automatical model selection for logitudinal -omics data☆20Mar 11, 2021Updated 5 years ago
- Nonlinear Sigma-Point Kalman Filters based on Bayesian Quadrature☆12Aug 10, 2021Updated 4 years ago
- Matlab source code for the SONIG algorithm: Sparse Online Noisy-Input Gaussian process regression.☆29Sep 24, 2017Updated 8 years ago
- Matrix Lie group on 2D and 3D, and its application☆13Jun 29, 2020Updated 5 years ago
- Example codes for the book "Principles of Indoor Positioning and Indoor Navigation"☆17Feb 26, 2026Updated 2 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Unifying sparse approximations for Gaussian process regression and classification, using Power EP☆22Oct 17, 2016Updated 9 years ago
- Matlab implementations of Gaussian processes and other machine learning tools.☆145Jun 16, 2017Updated 8 years ago
- Bayesian Optimisation package for ROS☆17Nov 17, 2021Updated 4 years ago
- Official Matlab implementation for our paper submitted to Sensor with the title "A Scalable Framework for Map Matching based Cooperative …☆14Jul 18, 2021Updated 4 years ago
- Gaussian Process Regression Techniques - The source code corresponding to the Ph.D. thesis.☆72May 10, 2017Updated 8 years ago
- Single Object Tracking when the object is known using : NNF (Nearest Neighbour Filter) , PDAF (Probabilistic Data Association Filter) , G…☆15Aug 31, 2019Updated 6 years ago
- ☆16Mar 1, 2021Updated 5 years ago
- ☆20Nov 6, 2019Updated 6 years ago
- 5大定位算法的实现:i.质心算法 ii.MDS-MAP算法 iii.APIT算法 iv.DV-hop算法 v.Amorphous算法☆12Nov 23, 2018Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Matlab software, papers, and presentations relating to concurrent learning and gaussian process MRAC☆22May 3, 2017Updated 8 years ago
- ☆12Feb 6, 2021Updated 5 years ago
- Implementation of Standard Gaussian Process Regression(GPR) and Sparse GPR in Matlab.☆13Mar 8, 2018Updated 8 years ago
- multivariate Gaussian process regression and multivariate Student-t process regression☆77Dec 3, 2025Updated 4 months ago
- This document contains the functions that are currently available in the RobustSP toolbox: a Matlab toolbox for robust signal processing.…☆17Nov 15, 2019Updated 6 years ago
- [TIP2021] Robust ellipse fitting, hierarchical Gaussian mixture models (HGMM), outliers, noise.☆24Feb 15, 2025Updated last year
- ☆14Nov 3, 2020Updated 5 years ago
- Code for NeurIPS 2021 paper 'Spatio-Temporal Variational Gaussian Processes'☆49Nov 11, 2021Updated 4 years ago
- Deep Reinforcement Learning applied to trading☆15Jan 29, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Indoor Positioning Algorithms on Matlab☆10Mar 16, 2017Updated 9 years ago
- Batch and incremental Sparse Spectrum Gaussian Process for Regression☆10Mar 16, 2021Updated 5 years ago
- Applications of Gaussian Process Latent Variable Models in Finance☆11Aug 23, 2022Updated 3 years ago
- ☆11Jun 8, 2018Updated 7 years ago
- RSSI based Indoor Position☆11Mar 20, 2018Updated 8 years ago
- Sensor Data Fusion Group☆93Dec 6, 2019Updated 6 years ago
- Deep Gaussian Processes in matlab☆93Sep 14, 2021Updated 4 years ago
- GPz 2.0: Heteroscedastic Gaussian processes for uncertain and incomplete data☆49Apr 5, 2021Updated 5 years ago
- Python Jupyter Notebooks for robotics algorithm☆10Jun 5, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- VorteX AUV☆18Jun 9, 2022Updated 3 years ago
- Active learning of GP hyperparameters following Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," (UAI 2014…☆16Aug 4, 2017Updated 8 years ago
- ☆11Feb 6, 2018Updated 8 years ago
- Implementation of the Gaussian processes regression with inducing points for online data with ensemble Kalman filter estimation. Code for…☆16Jul 9, 2018Updated 7 years ago
- Matlab implementation of the Bayesian Fuzzy Clustering algorithms. See related paper, doi: 10.1109/TFUZZ.2014.2370676☆25Apr 12, 2019Updated 7 years ago
- The repository includes a reference Matlab code for a mobile WiFi client receiver, Kalman-Filter-based positioning engine (PE) and a data…☆20Aug 4, 2022Updated 3 years ago
- rocket Instantaneous Impact Point(IIP) calculation☆12Jun 19, 2018Updated 7 years ago