PredictiveScienceLab / uq-courseLinks
Introduction to Uncertainty Quantification
☆255Updated 3 years ago
Alternatives and similar repositories for uq-course
Users that are interested in uq-course are comparing it to the libraries listed below
Sorting:
- UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical s…☆340Updated 3 weeks ago
- Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.☆230Updated 3 years ago
- Multi-Output Gaussian Process Toolkit☆182Updated 6 months ago
- ME 539 - Introduction to Scientific Machine Learning☆121Updated 3 weeks ago
- Flexible and efficient tools for high-dimensional approximation, scientific machine learning and uncertainty quantification.☆68Updated 2 weeks ago
- Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification☆107Updated 5 years ago
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Course notes for graduate-level class on numerical methods for deep learning☆52Updated 4 years ago
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆83Updated 3 weeks ago
- Some basic algorithms for stochastic differential equations in Python/NumPy☆29Updated 12 years ago
- Hidden physics models: Machine learning of nonlinear partial differential equations☆147Updated 5 years ago
- Python Active-subspaces Utility Library☆76Updated 5 years ago
- Code for "Learning data-driven discretizations for partial differential equations"☆167Updated 4 months ago
- A list of Python-based MCMC & ABC packages☆123Updated 6 months ago
- Surrogate Optimization Toolbox for Python☆214Updated 4 years ago
- Forward-Backward Stochastic Neural Networks: Deep Learning of High-dimensional Partial Differential Equations☆155Updated 5 years ago
- Deep GPs built on top of TensorFlow/Keras and GPflow☆127Updated last year
- Chaospy - Toolbox for performing uncertainty quantification.☆467Updated 3 months ago
- Tutorial on Gaussian Processes☆63Updated 5 years ago
- ☆118Updated 6 years ago
- ☆197Updated 8 months ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Updated 3 years ago
- A repository that contains scripts to replicate results in the Deep UQ paper.☆12Updated 7 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Updated 3 years ago
- ☆63Updated 6 years ago
- Probabilistic Inference on Noisy Time Series☆240Updated 3 months ago
- python version of the No-U-Turn Sampler (NUTS) from Hoffman & Gelman, 2011☆132Updated 5 years ago
- Multi Fidelity Monte Carlo☆24Updated 5 years ago
- ☆195Updated 4 years ago
- ☆42Updated 7 years ago