alan-turing-institute / autoemulateLinks
Emulate simulations easily
☆71Updated this week
Alternatives and similar repositories for autoemulate
Users that are interested in autoemulate are comparing it to the libraries listed below
Sorting:
- Package for fitting Gaussian Process Emulators to multiple output computer simulation results.☆49Updated last year
- ☆19Updated 2 weeks ago
- Python package 'dgpsi' for deep and linked Gaussian process emulations☆27Updated 5 months ago
- scivision: a framework for scientific image analysis☆100Updated this week
- Literature and light wrappers for gaussian process models.☆47Updated 4 years ago
- UM-Bridge (the UQ and Model Bridge) provides a unified interface for numerical models that is accessible from virtually any programming l…☆39Updated 3 weeks ago
- python Parameter EStimation TOolbox☆249Updated this week
- A framework for composing Neural Processes in Python☆85Updated 6 months ago
- Optimal numerical differentiation of noisy time series data in python.☆63Updated last month
- Solve ODEs fast, with support for PyMC☆114Updated last year
- Stochastic Optimization under Uncertainty in Python.☆36Updated 3 weeks ago
- Flexible and efficient tools for high-dimensional approximation, scientific machine learning and uncertainty quantification.☆62Updated this week
- Training material on writing machine learning code with PyTorch by ICCS☆31Updated this week
- ☆99Updated last year
- Gaussian processes with spherical harmonic features in JAX☆15Updated last year
- Gaussian Markov Random Fields (GMRFs) and Integrated Nested Laplace Approximation (INLA)☆22Updated last year
- PySensors is a Python package for sparse sensor placement☆92Updated last month
- Agustinus' very opiniated publication-ready plotting library☆66Updated last month
- Reduced-order modelling using an atlas of charts☆26Updated 2 years ago
- Deep GPs built on top of TensorFlow/Keras and GPflow☆125Updated 8 months ago
- A Bayesian optimization toolbox built on TensorFlow☆234Updated last week
- Matrix-free linear algebra in JAX.☆125Updated last month
- SciML Benchmarking Suite for AI for Science☆41Updated 11 months ago
- Probabilistic numerical finite differences. Compute finite difference weights and differentiation matrices on scattered data sites and wi…☆11Updated 2 years ago
- A JAX-based research framework for writing differentiable numerical simulators with arbitrary discretizations☆128Updated 9 months ago
- This is an implementation of Deutsch and Deutsch, "Latin hypercube sampling with multidimensional uniformity", Journal of Statistical Pla…☆82Updated 4 years ago
- An open large-scale dataset for training high-resolution physics emulators in hybrid multi-scale climate simulators.☆150Updated 4 months ago
- Machine Learning and the Physical World module☆28Updated 7 months ago
- Python 3 framework to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety of simulations.☆97Updated last week
- Methods for numerical differentiation of noisy data in python☆118Updated last week