Literature and light wrappers for gaussian process models.
☆48Jun 26, 2021Updated 5 years ago
Alternatives and similar repositories for gp_model_zoo
Users that are interested in gp_model_zoo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Collocate xarray trajectories in arbitrary physical dimensions☆20Sep 6, 2018Updated 8 years ago
- Exploring how to to deal with uncertain inputs with gaussian process regression models.☆27Apr 16, 2021Updated 5 years ago
- Gaussian processes with spherical harmonic features in JAX☆16Aug 24, 2025Updated last year
- A tutorial showcasing the process of scaling up a SciML algorithm for multi-node training☆16Sep 27, 2025Updated 11 months 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Benchmarking tools for applying AI/ML to data assimilation☆30Updated this week
- A ML-oriented generic patcher for xarray data structures.☆19Mar 9, 2026Updated 5 months ago
- Interactive textbook on state space models☆12Apr 11, 2022Updated 4 years ago
- Example codes in Python for HDF-EOS☆19Jul 11, 2015Updated 11 years ago
- Python package 'dgpsi' for deep and linked Gaussian process emulations☆28Mar 17, 2026Updated 5 months ago
- Intake catalogue for EUREC4A field campaign datasets☆17Aug 6, 2026Updated last month
- Probabilistic structure discovery for rich relational systems☆14Jul 9, 2024Updated 2 years ago
- Re-implementation of GP-GOMEA that attempts to be simpler to understand and use than the original.☆14Mar 31, 2026Updated 5 months ago
- Machine learning applied to interpolate sea-surface height observations from altimetry tracks.☆11Apr 3, 2023Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆14Jan 30, 2019Updated 7 years ago
- ☆19Jan 21, 2025Updated last year
- Fast domain-aware neural network emulation of a planetary boundary layer parameterization in a numerical weather forecast model☆11Mar 26, 2019Updated 7 years ago
- Simple examples of data pipelines from xarray to ML training☆22Dec 19, 2019Updated 6 years ago
- Code for NeurIPS 2021 paper 'Spatio-Temporal Variational Gaussian Processes'☆49Nov 11, 2021Updated 4 years ago
- Gaussian process modelling in Python☆225Dec 15, 2024Updated last year
- Simple, efficient netCDF data handling in Python☆16Aug 31, 2026Updated last week
- Course materials of "Bayesian Modelling and Probabilistic Programming with Numpyro, and Deep Generative Surrogates for Epidemiology"☆72Feb 25, 2025Updated last year
- Compares various time-series feature sets on computational performance, within-set structure, and between-set relationships.☆11Jun 3, 2022Updated 4 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Jatmos is a scalable simulator for atmospheric dynamics, written in JAX.☆38Apr 21, 2025Updated last year
- Repository of the code used the publication titled: "Exploring the impact of noise on hybrid inversion of PROSAIL RTM on Sentinel-2 data☆14Mar 5, 2021Updated 5 years ago
- Style-based GAN for geophysical fields☆13May 7, 2020Updated 6 years ago
- A GitHub search inspired interface to DataFrames☆22Aug 21, 2026Updated 2 weeks ago
- A plugin for climetlab to retrieve the Eumetnet postprocessing benchmark dataset.☆32Feb 11, 2026Updated 6 months ago
- Tools for analysis of climate model data☆17Nov 8, 2024Updated last year
- Experiments for the NeurIPS 2021 paper "Cockpit: A Practical Debugging Tool for the Training of Deep Neural Networks"☆13Oct 25, 2021Updated 4 years ago
- Using generative AI for eddy-resolving multi-modal surface ocean state estimation☆20Jun 4, 2025Updated last year
- ☆18Apr 22, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆61Mar 10, 2025Updated last year
- ✨💯Gaussian Mixture Models in JAX 💯✨☆26Aug 7, 2026Updated last month
- Sphinx gallery site☆10Feb 1, 2023Updated 3 years ago
- Creates radiative transfer operator LUTs for the Optimal Retrieval of Aerosol and Cloud (ORAC) code and various other retrieval systems.☆10May 11, 2026Updated 3 months ago
- A Bayesian optimization toolbox built on TensorFlow☆251Jun 17, 2026Updated 2 months ago
- Official code for Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud Detection☆17Jan 15, 2023Updated 3 years ago
- ☆15Jul 17, 2025Updated last year