Deep Kernel Learning. Gaussian Process Regression where the input is a neural network mapping of x that maximizes the marginal likelihood
☆96Nov 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:
- 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 8 years ago
- ☆14Aug 20, 2019Updated 6 years ago
- Deep Gaussian Processes in Python☆232May 4, 2021Updated 5 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Implementation of deep kernels in GPyTorch and Pyro☆13Jan 19, 2021Updated 5 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
- Deep Gaussian Processes in matlab☆93Sep 14, 2021Updated 4 years ago
- Deep Gaussian Process for Inverse Reinforcement Learning☆32Jul 6, 2017Updated 9 years ago
- Mixtures of Gaussian Process Experts in GPflow/TensorFlow☆13Aug 1, 2022Updated 4 years ago
- Asymmetric Transfer Learning with Deep Gaussian Processes☆18Jun 26, 2015Updated 11 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
- Max-value Entropy Search for Efficient Bayesian Optimization☆83Feb 22, 2022Updated 4 years ago
- We use a modified neural network instead of Gaussian process for Bayesian optimization.☆108Jun 15, 2017Updated 9 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.
- Demonstration of Jackknife Variational Inference for Variational Autoencoders, related to ICLR 2018 paper.☆22Feb 21, 2018Updated 8 years ago
- Preconditioning Kernel Matrices☆16Jun 9, 2016Updated 10 years ago
- ☆15Jun 20, 2019Updated 7 years ago
- Multi-output Gaussian process regression via multi-task neural network☆14Dec 3, 2019Updated 6 years ago
- Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)☆11Jan 27, 2022Updated 4 years ago
- Deep Gaussian Processes with Doubly Stochastic Variational Inference☆153Feb 21, 2019Updated 7 years ago
- Parametric Gaussian Process Regression for Big Data☆47Feb 20, 2020Updated 6 years ago
- Code for paper Stochastic Deep Gaussian Processes over Graphs☆20Nov 1, 2021Updated 4 years ago
- Gaussian Processes regression with gaussian kernel implementation.☆28Nov 15, 2014Updated 11 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.
- multivariate Gaussian process regression and multivariate Student-t process regression☆77Dec 3, 2025Updated 8 months ago
- Non-stationary spectral mixture kernels implemented in GPflow☆29Nov 30, 2018Updated 7 years ago
- ☆28Feb 15, 2019Updated 7 years ago
- ☆11Feb 6, 2018Updated 8 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
- Implementation of the paper: "High-dimensional Bayesian optimization using low-dimensional feature spaces".☆21Sep 11, 2020Updated 5 years ago
- ☆23Mar 12, 2018Updated 8 years ago
- Spherical random features for polynomial kernels☆10Dec 1, 2015Updated 10 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.
- customized GPflow with simple Tensorflow API☆17Aug 7, 2019Updated 7 years ago
- EigenPro2 iteration in Tensorflow (Keras)☆23Feb 21, 2019Updated 7 years ago
- Hierarchical Gaussian process latent variable model.☆18May 19, 2021Updated 5 years ago
- Variational Auto-Regressive Gaussian Processes for Continual Learning☆22Jun 15, 2021Updated 5 years ago
- Code for the paper 'Fast Allocation of Gaussian Process Experts'☆15Jan 2, 2014Updated 12 years ago
- Repo for a paper about constructing priors on very deep models.☆73Jul 8, 2016Updated 10 years ago
- 高斯过程回归☆89Jul 4, 2022Updated 4 years ago