code for "Efficient Optimization for Sparse Gaussian Process Regression"
☆21Nov 15, 2013Updated 12 years ago
Alternatives and similar repositories for gp_cholqr
Users that are interested in gp_cholqr are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Matlab source code for the SONIG algorithm: Sparse Online Noisy-Input Gaussian process regression.☆29Sep 24, 2017Updated 8 years ago
- Gaussian process regression algorithms for nonlinear system state prediciton☆13Jun 27, 2015Updated 11 years ago
- Streaming sparse Gaussian process approximations☆70Oct 5, 2022Updated 3 years ago
- The code for the paper "Spatio-Temporal Structured Sparse Regression With Hierarchical Gaussian Process Priors" by Danil Kuzin, Olga Isup…☆13Nov 19, 2018Updated 7 years ago
- Distributed Variational Inference in Sparse Gaussian Process Regression and Latent Variable Models.☆43Feb 6, 2014Updated 12 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.
- Sparse simplex projection-based Wasserstein k-means☆11Jun 10, 2021Updated 5 years ago
- Implementation of Standard Gaussian Process Regression(GPR) and Sparse GPR in Matlab.☆13Mar 8, 2018Updated 8 years ago
- ☆21Jul 28, 2022Updated 4 years ago
- Collection of resources from each meetup event☆13Nov 26, 2020Updated 5 years ago
- The source codes for D2AGE model. Distance-aware DAG Embedding for Proximity Search on Heterogeneous Graphs.☆12Feb 20, 2018Updated 8 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 5 years ago
- For the paper 'A novel isogeometric coupling approach for assembled thin-walled structures', here is the core code and implementation tha…☆14Aug 9, 2024Updated 2 years ago
- Batch and incremental Sparse Spectrum Gaussian Process for Regression☆10Mar 16, 2021Updated 5 years ago
- GPstuff - Gaussian process models for Bayesian analysis☆176Dec 30, 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.
- Generic Code for Cubature Kalman Filter and Fixed Interval Cubature Kalman Smoother.☆11Nov 27, 2019Updated 6 years ago
- Spark and NumPy implementations of Newton Sketch.☆10Jul 24, 2018Updated 8 years ago
- A framework for solving reliability analysis (aka design uncertainty quantification) and reliability-based robust design optimization (ak…☆14Feb 13, 2024Updated 2 years ago
- Active learning of GP hyperparameters following Garnett, et al., "Active Learning of Linear Embeddings for Gaussian Processes," (UAI 2014…☆16Aug 4, 2017Updated 9 years ago
- ☆11Feb 6, 2018Updated 8 years ago
- MATLAB code of ANFIS implementation. In this code, ANFIS is trained by PSO for solving Iris Classification Problem☆10Mar 27, 2018Updated 8 years ago
- Code for the paper "Incremental Sparse GP Regression for Continuous-time Trajectory Estimation and Mapping"☆34Jan 6, 2016Updated 10 years ago
- Implementation of Stochastic Gradient Descent algorithms in Python (cite https://doi.org/10.1007/s00158-020-02599-z)☆12May 19, 2021Updated 5 years ago
- Scalable Log Determinants for Gaussian Process Kernel Learning (https://arxiv.org/abs/1711.03481) (NIPS 2017)☆18Nov 10, 2017Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Gaussian Process Regression for training data with noisy inputs and/or outputs☆10Mar 22, 2017Updated 9 years ago
- This code realizes the construction of cokriging model, which is used for the structural size design of solder joints. The input is the r…☆11Aug 11, 2023Updated 3 years ago
- Gaussian processes in TensorFlow with modifications to allow inter-domain inducing variables☆13Aug 11, 2017Updated 9 years ago
- Online Continuous Mapping using Gaussian Process Implicit Surfaces (GPIS)☆46Feb 7, 2023Updated 3 years ago
- Introduction to surrogate modeling optimization in wireless networks☆10May 10, 2018Updated 8 years ago
- A Bayesian unsupervised learning approach for soil stratification identification☆17Sep 19, 2019Updated 6 years ago
- ☆14Jun 28, 2021Updated 5 years ago
- Bayesian optimization in high-dimensions via random embedding.☆116Aug 4, 2013Updated 13 years ago
- Data Smashing☆13Oct 9, 2014Updated 11 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Subset simulation is a method of estimating low probability events. Here I adapt SS to perform well with correlated inputs.☆11Jan 9, 2019Updated 7 years ago
- LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms☆13Sep 14, 2021Updated 4 years ago
- ☆11Dec 21, 2023Updated 2 years ago
- ☆15Feb 17, 2018Updated 8 years ago
- Face recognition algorithm using PCA and SVM, KNN. Implemented with Matlab, using ORL face database.☆15Feb 10, 2016Updated 10 years ago
- A set of methods and proprieties to perform reliability-based-design-optimization by Scenario theory. Scenario optimization makes direct…☆17Oct 5, 2022Updated 3 years ago
- Tools to construct surrogate models based on Hermitian polynomial bases. Includes full-factorial and sparse polynomial chaos expansions v…☆10Nov 8, 2018Updated 7 years ago