alan-turing-institute / autoemulate
emulate simulations easily
☆21Updated this week
Related projects ⓘ
Alternatives and complementary repositories for autoemulate
- Package for fitting Gaussian Process Emulators to multiple output computer simulation results.☆47Updated last year
- scivision: a framework for scientific image analysis☆94Updated this week
- Self-explanatory tutorials for different model-agnostic and model-specific XAI methods☆47Updated last month
- ☆88Updated 7 months ago
- A Python package for tackling diverse environmental prediction tasks with NPs.☆94Updated last week
- Machine Learning and the Physical World module☆29Updated this week
- Easy emulating of geophysical models including (but not limited to!) Earth System Models.☆55Updated last year
- Research and experiments for downscaling climate/weather data via generative learning☆33Updated 2 years ago
- Literature and light wrappers for gaussian process models.☆45Updated 3 years ago
- The default repo for wiki and issues relating to the AI4ER CDT☆9Updated 4 years ago
- A framework for composing Neural Processes in Python☆78Updated 5 months ago
- The icenet library is a pip installable python package containing the commands and code you need to produce forecasts☆23Updated last week
- Lorenz 1996 two time-scale model for learning machine learning☆38Updated this week
- Climate analysis toolbox to investigate teleconnections, test for causality, and make forecasts.☆30Updated last year
- ☆12Updated last year
- Easily grab weather station data from around the globe (e.g. GHCN)☆26Updated last year
- Code for Sonnewald and Lguensat 2021☆21Updated last year
- Training material on writing machine learning code with PyTorch by ICCS☆26Updated 2 weeks ago
- Project to facilitate creation of Assurance Cases☆24Updated this week
- Dataset repository for the 2024 paper "The Causal Chambers: Real Physical Systems as a Testbed for AI Methodology" by Juan L. Gamella, Jo…☆24Updated 2 weeks ago
- Machine learning applied to interpolate sea-surface height observations from altimetry tracks.☆10Updated last year
- A user-friendly python package for computing and plotting machine learning explainability output.☆32Updated 2 months ago
- A benchmark dataset for Machine Learning emulation of atmospheric radiative transfer in weather and climate models (NeurIPS 2021 Datasets…☆40Updated last year
- ☆33Updated 3 years ago
- ☆15Updated this week
- Machine learning models for estimating aleatoric and epistemic uncertainty with evidential and ensemble methods.☆22Updated 2 months ago
- A normalizing flow using Bernstein polynomials for conditional density estimation.☆18Updated last month
- Supplementary files and scripts for Nowack et al., Causal networks for climate model evaluation and constrained projections, Nature Commu…☆19Updated 3 years ago
- Model of an idealized Moist Atmosphere: Intermediate-complexity General Circulation Model with full radiation☆33Updated last year