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
Sorting:
- Deep neural network kernel for Gaussian process☆211Sep 8, 2020Updated 5 years ago
- Official pytorch implementation of the paper "Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels" (NeurIPS 2020)☆207Jan 19, 2022Updated 4 years ago
- Keras + Gaussian Processes: Learning scalable deep and recurrent kernels.☆251Aug 2, 2024Updated last year
- 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
- Library for Deep Gaussian Processes based on GPflow☆18Mar 31, 2020Updated 5 years ago
- Deep Gaussian Processes in Python☆233May 4, 2021Updated 4 years ago
- Implementation of deep kernels in GPyTorch and Pyro☆12Jan 19, 2021Updated 5 years ago
- Deep Gaussian Processes in matlab☆93Sep 14, 2021Updated 4 years ago
- Code for the paper 'Efficient Variational Inference for Gaussian Process Regression Networks'☆22Jan 2, 2014Updated 12 years ago
- Implementation for Non-stationary Spectral Kernels (NIPS 2017)☆20Jan 4, 2020Updated 6 years ago
- ☆11Feb 6, 2018Updated 8 years ago
- We use a modified neural network instead of Gaussian process for Bayesian optimization.☆108Jun 15, 2017Updated 8 years ago
- Code for Sufficient Input Subsets Paper☆14Mar 8, 2019Updated 6 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
- implementations sde-net☆14Dec 8, 2020Updated 5 years ago
- Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)☆11Jan 27, 2022Updated 4 years ago
- Demonstration of Jackknife Variational Inference for Variational Autoencoders, related to ICLR 2018 paper.☆22Feb 21, 2018Updated 8 years ago
- pandoc-like tool for symbolic regression expressions☆14Mar 10, 2024Updated last year
- Implementation of gaussian processes and bayesian optimization in tensorflow☆10Feb 14, 2016Updated 10 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆80Feb 22, 2022Updated 4 years ago
- Harvard Fall 2019 Applied Math 207 A Primer and Critique of Prior Networks☆12Dec 22, 2019Updated 6 years ago
- Gaussian process regression algorithms for nonlinear system state prediciton☆13Jun 27, 2015Updated 10 years ago
- test☆14Nov 13, 2020Updated 5 years ago
- Non-stationary spectral mixture kernels implemented in GPflow☆29Nov 30, 2018Updated 7 years ago
- A repository with implementations of major papers on Gaussian Process regression models, implemented from scratch in Python, notably incl…☆14Nov 19, 2022Updated 3 years ago
- Deep Gaussian Process for Inverse Reinforcement Learning☆33Jul 6, 2017Updated 8 years ago
- RoBO: a Robust Bayesian Optimization framework☆489Apr 30, 2019Updated 6 years ago
- Implementation of the paper: "High-dimensional Bayesian optimization using low-dimensional feature spaces".☆21Sep 11, 2020Updated 5 years ago
- code for running trained model from Visual Reasoning by Progressive Module Networks (ICLR19)☆15Jan 30, 2019Updated 7 years ago
- Four of the main kernels on graphs Python implementation.☆16Feb 5, 2017Updated 9 years ago
- TensorFlow implementation for the GP-VAE model described in https://arxiv.org/abs/1907.04155☆143Mar 24, 2023Updated 2 years ago
- Neural Processes implementation for 1D regression☆64Feb 21, 2019Updated 7 years ago
- Contextual Relative Entropy Policy Search for Reinforcement Learning in Python☆15Oct 17, 2018Updated 7 years ago
- Preconditioning Kernel Matrices☆15Jun 9, 2016Updated 9 years ago
- Source for experiments in the Additive Gaussian process paper, as well as extensions relating to dropout.☆21Mar 10, 2014Updated 11 years ago
- ☆18Dec 31, 2018Updated 7 years ago
- Generic API for dispatch to Pyro backends.☆16Feb 13, 2022Updated 4 years ago
- ☆40Dec 11, 2018Updated 7 years ago