Additional kernels that can be used with scikit-learn's Gaussian Process module
☆84Jul 8, 2024Updated 2 years ago
Alternatives and similar repositories for gp_extras
Users that are interested in gp_extras are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fully nonstationary, heteroscedastic GP for Matlab☆16Jul 25, 2024Updated 2 years ago
- Provides a heteroscedastic noise latent for a sparse variational Gaussian process using GPflow☆13Nov 11, 2020Updated 5 years ago
- Bayesian optimization☆39Dec 3, 2019Updated 6 years ago
- Some scikit-learn-esque wrappers for statsmodels GLM☆23Jul 26, 2013Updated 13 years ago
- Clustering time series using Gaussian processes and Variational Bayes.☆39May 6, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Implementation for Non-stationary Spectral Kernels (NIPS 2017)☆20Jan 4, 2020Updated 6 years ago
- Pricing Asian options using finite difference schemes in Python☆11Jun 20, 2025Updated last year
- Deep Gaussian Processes in Python☆232Oct 14, 2026Updated 3 weeks 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
- This is a fully functioning implementation of the Spectral Normalized Gaussian Process in PyTorch.☆11Aug 17, 2021Updated 5 years ago
- Gaussian processes framework in python☆2,169Updated this week
- Non-stationary spectral mixture kernels implemented in GPflow☆30Nov 30, 2018Updated 7 years ago
- Efficient Dirichlet process clustering☆26Jun 22, 2013Updated 13 years ago
- Behavior Optimization and Learning for Robots☆68Apr 29, 2026Updated 6 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Emulator Generation Gadget☆12Mar 27, 2020Updated 6 years ago
- Python implementation of mixtures of linear regressions.☆14Nov 27, 2019Updated 6 years ago
- Code for AutoGP☆27Jul 19, 2019Updated 7 years ago
- Accelerating Monte Carlo methods for Bayesian inference in dynamical models☆10Nov 29, 2017Updated 8 years ago
- Source for experiments in the Additive Gaussian process paper, as well as extensions relating to dropout.☆21Mar 10, 2014Updated 12 years ago
- ☆16Apr 11, 2020Updated 6 years ago
- Meta-Learning of Neural Architectures for Few-Shot Learning☆21Jun 16, 2021Updated 5 years ago
- An implementation of multivariate projection pursuit regression and univariate classification☆39Sep 10, 2025Updated last year
- Gaussian processes with spherical harmonic features in JAX☆16Aug 24, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Collapsed Variational Bayes☆72Sep 27, 2019Updated 7 years ago
- Hierarchical Change-Point Detection☆17Oct 25, 2018Updated 8 years ago
- A collections of metrics and loss functions written in Theano.☆15Jan 7, 2016Updated 10 years ago
- Bayesian Optimization with multiple tiers of objectives, which can flexibly depend on model inputs and outputs☆14Sep 10, 2025Updated last year
- Gaussian processes in TensorFlow☆1,921Oct 15, 2026Updated 3 weeks ago
- Preparing continuous features for neural networks with GaussRank☆45Jan 22, 2018Updated 8 years ago
- Stochastic variational heteroscedastic Gaussian process☆15Mar 29, 2019Updated 7 years ago
- Model explanation provides the ability to interpret the effect of the predictors on the composition of an individual score.☆13Jan 21, 2021Updated 5 years ago
- A basic implementation with GPy of an Automatic Bayesian Covariance Discovery (ABCD) system☆15Nov 15, 2023Updated 2 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.
- Spatial Interpolation in Python☆13Oct 28, 2023Updated 3 years ago
- Notebook tutorials☆14Oct 3, 2023Updated 3 years ago
- An attempt to formalize my thoughts. A pythonic approach to mental housekeeping☆15Apr 21, 2016Updated 10 years ago
- Keras implementation of the Information Dropout (arXiv:1611.01353) paper☆15Dec 31, 2016Updated 9 years ago
- Fast and flexible Gaussian Process regression in Python☆461Jun 22, 2026Updated 4 months ago
- ☆11Nov 29, 2017Updated 8 years ago
- Code that accompanies the paper Guided Deep Kernel Learning☆10Jul 2, 2023Updated 3 years ago