Variational Gaussian Process State-Space Models
☆25Nov 10, 2015Updated 10 years ago
Alternatives and similar repositories for VGPSSM
Users that are interested in VGPSSM are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code and data for the tutorial: "Getting started with particle Metropolis-Hastings for inference in nonlinear models"☆28Apr 1, 2019Updated 7 years ago
- Automated Variational Inference for Gaussian Process Models☆14Aug 18, 2015Updated 10 years ago
- Variational Bayesian GP-LVM model in MATLAB.☆12Jun 8, 2015Updated 11 years ago
- Variational Auto-Regressive Gaussian Processes for Continual Learning☆22Jun 15, 2021Updated 5 years ago
- code for "Efficient Optimization for Sparse Gaussian Process Regression"☆21Nov 15, 2013Updated 12 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.
- Library for the Sequence Memoizer and related models☆25Sep 8, 2019Updated 6 years ago
- Code for the paper 'Efficient Variational Inference for Gaussian Process Regression Networks'☆22Jan 2, 2014Updated 12 years ago
- Code for the paper: Kernel Distributionally Robust Optimization☆13Feb 21, 2021Updated 5 years ago
- Gaussian Processes for Sequential Data☆20Dec 12, 2020Updated 5 years ago
- General Latent Feature Modeling for Heterogeneous data☆50Mar 26, 2024Updated 2 years ago
- Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds☆11Oct 28, 2019Updated 6 years ago
- Dimensionality reduction of spikes trains☆49Oct 9, 2021Updated 4 years ago
- Python code for SGMCMC for Time Series SSMs☆15Apr 21, 2021Updated 5 years ago
- Code and text for our NIPS 2015 paper on linear response variational Bayes☆20Dec 4, 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.
- Tree-structured recurrent switching linear dynamical systems☆39Jul 13, 2020Updated 5 years ago
- Python library for Recurrent Gaussian Processes☆22Oct 20, 2017Updated 8 years ago
- code for Structured Variational Autoencoders☆352Aug 22, 2018Updated 7 years ago
- State-space deep Gaussian processes in Python and Matlab☆31Jun 12, 2022Updated 4 years ago
- Collaborative multi-output Gaussian processes☆12Jul 23, 2014Updated 11 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
- ☆10Apr 8, 2021Updated 5 years ago
- Stochastic Optimal Control and Reachability Toolbox Written in Python☆15Jul 13, 2023Updated 2 years ago
- ☆11Feb 6, 2018Updated 8 years ago
- 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.
- Predictable Feature Analysis☆10Dec 1, 2014Updated 11 years ago
- Project for EE609 Convex Optimization☆12May 6, 2021Updated 5 years ago
- Code related to my critique of the Tsai et al 2017 papers on anti-aliasing☆21Feb 11, 2020Updated 6 years ago
- multivariate Gaussian process regression and multivariate Student-t process regression☆76Dec 3, 2025Updated 6 months ago
- LAMBDA for Python (Least Squares Ambiguity Decorrelation Adjustment)☆12Jul 30, 2019Updated 6 years ago
- ☆17Dec 4, 2015Updated 10 years ago
- An unofficial API for the Bosch eBike Connect web service, written for Node.js☆20Oct 9, 2024Updated last year
- Gaussian Process Regression for training data with noisy inputs and/or outputs☆10Mar 22, 2017Updated 9 years ago
- This is a collection of code samples aimed at illustrating temporal parallelization methods for sequential data.☆33Sep 15, 2023Updated 2 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 Techniques - The source code corresponding to the Ph.D. thesis.☆73May 10, 2017Updated 9 years ago
- ☆11Apr 28, 2024Updated 2 years ago
- Official PyTorch implementation of "Deep State Space Models for Nonlinear System Identification", 2020.☆101Jan 6, 2022Updated 4 years ago
- Implementation of the GPLVM algorithm in python☆44Nov 23, 2009Updated 16 years ago
- Gaussian Process Model Dynamic System Identification Toolbox for Matlab☆93Sep 7, 2017Updated 8 years ago
- [ICLR 2022] "Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How" by Yuning You, Yue Cao, Tianl…☆14Aug 19, 2022Updated 3 years ago
- Maximum power point tracking - MPPT. Traditional algorithms and Q learning☆13Jan 23, 2022Updated 4 years ago