SURGroup / UQpy
UQpy (Uncertainty Quantification with python) is a general purpose Python toolbox for modeling uncertainty in physical and mathematical systems.
☆286Updated this week
Alternatives and similar repositories for UQpy:
Users that are interested in UQpy are comparing it to the libraries listed below
- Introduction to Uncertainty Quantification☆245Updated 2 years ago
- ☆163Updated 11 months ago
- Python package for solving partial differential equations using finite differences.☆427Updated this week
- Chaospy - Toolbox for performing uncertainty quantification.☆456Updated last month
- Uncertainpy: a Python toolbox for uncertainty quantification and sensitivity analysis, tailored towards computational neuroscience.☆227Updated 2 years ago
- pyMOR - Model Order Reduction with Python☆314Updated this week
- ME 539 - Introduction to Scientific Machine Learning☆116Updated 5 months ago
- Deep learning for Engineers - Physics Informed Deep Learning☆330Updated last year
- A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆79Updated last month
- Neural network based solvers for partial differential equations and inverse problems . Implementation of physics-informed neural networks…☆143Updated last month
- Uncertainty treatment library☆250Updated this week
- Surrogate Modeling Toolbox☆724Updated this week
- ☆116Updated 5 years ago
- PySensors is a Python package for sparse sensor placement☆85Updated 6 months ago
- Physics-Informed Neural networks for Advanced modeling☆436Updated this week
- OpenCossan is an open and free toolbox for uncertainty quantification and management.☆51Updated last year
- Python Dynamic Mode Decomposition☆937Updated last week
- Python implementation of MATLAB toolbox "mcmcstat"☆70Updated 2 years ago
- ☆64Updated this week
- Python package for numerical derivatives and partial differential equations in any number of dimensions.☆465Updated last month
- Python 3 framework to facilitate verification, validation and uncertainty quantification (VVUQ) for a wide variety of simulations.☆90Updated this week
- ☆48Updated this week
- mathLab mirror of Python Dynamic Mode Decomposition☆82Updated 4 months ago
- Hidden physics models: Machine learning of nonlinear partial differential equations☆143Updated 4 years ago
- ParaMonte: Parallel Monte Carlo and Machine Learning Library for Python, MATLAB, Fortran, C++, C.☆283Updated last month
- pyOptSparse is an object-oriented framework for formulating and solving nonlinear constrained optimization problems in an efficient, reus…☆232Updated last week
- Probabilistic Inference on Noisy Time Series☆231Updated this week
- Python Active-subspaces Utility Library☆69Updated 4 years ago
- An interpretable data-driven framework for building generative reduced order models with embedded uncertainty quantification☆30Updated this week
- python Parameter EStimation TOolbox☆232Updated 2 weeks ago