Deep Kernel Learning. Gaussian Process Regression where the input is a neural network mapping of x that maximizes the marginal likelihood
☆95Nov 23, 2017Updated 8 years ago
Alternatives and similar repositories for Deep-Kernel-GP
Users that are interested in Deep-Kernel-GP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.☆251Aug 2, 2024Updated last year
- Deep neural network kernel for Gaussian process☆210Sep 8, 2020Updated 5 years ago
- Library for Deep Gaussian Processes based on GPflow☆18Mar 31, 2020Updated 6 years ago
- Code for "Differentiable Compositional Kernel Learning for Gaussian Processes" https://arxiv.org/abs/1806.04326☆71Jul 10, 2018Updated 7 years ago
- ☆14Aug 20, 2019Updated 6 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Implementation of deep kernels in GPyTorch and Pyro☆12Jan 19, 2021Updated 5 years ago
- Deep Gaussian Processes in Python☆233May 4, 2021Updated 4 years ago
- Deep Gaussian Processes in matlab☆93Sep 14, 2021Updated 4 years ago
- Mixtures of Gaussian Process Experts in GPflow/TensorFlow☆12Aug 1, 2022Updated 3 years ago
- Code for the paper 'Efficient Variational Inference for Gaussian Process Regression Networks'☆22Jan 2, 2014Updated 12 years ago
- Asymmetric Transfer Learning with Deep Gaussian Processes☆18Jun 26, 2015Updated 10 years ago
- Code that accompanies the paper Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance☆76Jan 22, 2019Updated 7 years ago
- Rudi, A., Camoriano, R. and Rosasco, L., Less is more: Nyström computational regularization. In Advances in Neural Information Processing…☆13Sep 17, 2019Updated 6 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆81Feb 22, 2022Updated 4 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Deep Gaussian Processes with Importance-Weighted Variational Inference☆38May 30, 2019Updated 6 years ago
- Gaussian process regression algorithms for nonlinear system state prediciton☆13Jun 27, 2015Updated 10 years ago
- Demonstration of Jackknife Variational Inference for Variational Autoencoders, related to ICLR 2018 paper.☆22Feb 21, 2018Updated 8 years ago
- Implementation of the paper: "High-dimensional Bayesian optimization using low-dimensional feature spaces".☆21Sep 11, 2020Updated 5 years ago
- Multi-output Gaussian process regression via multi-task neural network☆14Dec 3, 2019Updated 6 years ago
- Deep Gaussian Processes with Doubly Stochastic Variational Inference☆151Feb 21, 2019Updated 7 years ago
- Non-stationary spectral mixture kernels implemented in GPflow☆29Nov 30, 2018Updated 7 years ago
- ☆11Feb 6, 2018Updated 8 years ago
- Implementation of gaussian processes and bayesian optimization in tensorflow☆10Feb 14, 2016Updated 10 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- multivariate Gaussian process regression and multivariate Student-t process regression☆77Dec 3, 2025Updated 3 months ago
- ☆28Feb 15, 2019Updated 7 years ago
- Python library for Recurrent Gaussian Processes☆22Oct 20, 2017Updated 8 years ago
- Gaussian Process Regression for training data with noisy inputs and/or outputs☆10Mar 22, 2017Updated 9 years ago
- EigenPro2 iteration in Tensorflow (Keras)☆23Feb 21, 2019Updated 7 years ago
- Zeroth-order Min-max Optimization☆13Jun 28, 2020Updated 5 years ago
- Gaussian Processes regression with gaussian kernel implementation.☆28Nov 15, 2014Updated 11 years ago
- ☆23Mar 12, 2018Updated 8 years ago
- 高斯过程回归☆86Jul 4, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- RoBO: a Robust Bayesian Optimization framework☆490Apr 30, 2019Updated 6 years ago
- Bayesian nonparametric small-variance asymptotic clustering algorithms☆20Apr 25, 2017Updated 8 years ago
- code for running trained model from Visual Reasoning by Progressive Module Networks (ICLR19)☆15Jan 30, 2019Updated 7 years ago
- Repo for a paper about constructing priors on very deep models.☆73Jul 8, 2016Updated 9 years ago
- This repo contains active learning query strategies as introduced in our GCPR 2013 paper.☆12Aug 12, 2013Updated 12 years ago
- Neural Processes implementation for 1D regression☆64Feb 21, 2019Updated 7 years ago
- Gaussian processes in TensorFlow☆1,906May 29, 2025Updated 10 months ago