Deep GPs built on top of TensorFlow/Keras and GPflow
☆128Oct 16, 2024Updated last year
Alternatives and similar repositories for GPflux
Users that are interested in GPflux are comparing it to the libraries listed below
Sorting:
- A Tensorflow based library for Time Series Modelling with Gaussian Processes☆32Jul 4, 2024Updated last year
- A Bayesian optimization toolbox built on TensorFlow☆248Jan 14, 2026Updated last month
- Deep Gaussian Processes with Importance-Weighted Variational Inference☆39May 30, 2019Updated 6 years ago
- Code for efficiently sampling functions from GP(flow) posteriors☆74Nov 13, 2020Updated 5 years ago
- Gaussian processes with spherical harmonic features in JAX☆15Aug 24, 2025Updated 6 months ago
- 🤿 Implementation of doubly stochastic deep Gaussian Process using GPflow and TensorFlow 2.0☆25Feb 11, 2024Updated 2 years ago
- A community repository for benchmarking Bayesian methods☆12May 25, 2023Updated 2 years ago
- Gaussian processes in TensorFlow☆1,902May 29, 2025Updated 9 months ago
- An ultra-lightweight JAX implementation of sparse Gaussian processes via pathwise sampling.☆22Mar 31, 2021Updated 4 years ago
- Efficient non-linear PCA through kernel PCA with the Nyström method☆13May 19, 2023Updated 2 years ago
- Fully nonstationary, heteroscedastic GP for Matlab☆16Jul 25, 2024Updated last year
- Light-weighted code for Orthogonal Additive Gaussian Processes☆45Jul 30, 2024Updated last year
- Minimal Gaussian process library in JAX with a simple (custom) approach to state management.☆12Dec 20, 2023Updated 2 years ago
- Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.☆241Dec 22, 2023Updated 2 years ago
- Repository for the work Transforming Gaussian Processes with Normalizing Flows published at AISTATS 2021☆25Dec 19, 2022Updated 3 years ago
- Know Your Boundaries: Constraining Gaussian Processes by Variational Harmonic Features☆24Apr 20, 2019Updated 6 years ago
- A community repository for benchmarking Bayesian methods☆112Nov 29, 2021Updated 4 years ago
- A library implementing the kernels for and experiments using extrinsic gauge equivariant vector field Gaussian Processes☆26Oct 28, 2021Updated 4 years ago
- Gaussian processes in JAX and Flax.☆596Updated this week
- A Julia implementation of sparse Gaussian processes via path-wise doubly stochastic variational inference.☆33Aug 27, 2020Updated 5 years ago
- Implementation of stochastic variational inference for differentially deep gaussian processes☆15Nov 5, 2018Updated 7 years ago
- Implementation of the Gaussian Process Autoregressive Regression Model☆70Jan 17, 2025Updated last year
- Supplementary code for the NeurIPS 2020 paper "Matern Gaussian processes on Riemannian manifolds".☆30Feb 3, 2025Updated last year
- Probabilistic Finite Volume Method based on Affine Gaussian Process inference☆11Jun 10, 2024Updated last year
- Fully Bayesian Inference in GPs - Gaussian and Generic Likelihoods☆22Sep 26, 2023Updated 2 years ago
- Public Implementation of Volatility Based Kernels and Moving Average Means for Accurate Forecasting with Gaussian Processes☆49Jul 23, 2022Updated 3 years ago
- Non-stationary spectral mixture kernels implemented in GPflow☆29Nov 30, 2018Updated 7 years ago
- State-space deep Gaussian processes in Python and Matlab☆30Jun 12, 2022Updated 3 years ago
- Deep Gaussian Processes in Python☆233May 4, 2021Updated 4 years ago
- A generic interface for linear algebra backends☆76Feb 21, 2026Updated last week
- Bayesian Neural Network Surrogates for Bayesian Optimization☆67May 9, 2024Updated last year
- The Wasserstein Distance and Optimal Transport Map of Gaussian Processes☆52Aug 3, 2020Updated 5 years ago
- Python model for constrained GP☆26Apr 14, 2021Updated 4 years ago
- The tiniest of Gaussian Process libraries☆333Updated this week
- IterGP: Computation-Aware Gaussian Process Inference (NeurIPS 2022)☆43Apr 12, 2023Updated 2 years ago
- Codes for Hilbert space reduced-rank GP regression☆16Jul 30, 2019Updated 6 years ago
- Bayesian algorithm execution (BAX)☆55Sep 3, 2021Updated 4 years ago
- Tensorflow implementation for the SVGP-VAE model.☆22Jul 19, 2021Updated 4 years ago
- ☆620Jan 23, 2026Updated last month