GitHub topics: bayesian-inverse-problems
traitecoevo/hmde
Implementation of hierarchical Bayesian longitudinal models to estimate differential equation parameters.
Language: R - Size: 36.7 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 3 - Forks: 3
lkunik/bayesian-osse-R-sample
Source code for Bayesian urban inversion OSSE [Kunik et al., 2019] written in R and equipped with sample inputs (run it out-of-the-box!)
Language: R - Size: 73.7 MB - Last synced at: 6 months ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 1
YannisZa/stochastic-travel-demand-modelling
Stochastic modelling of urban travel demand
Language: Jupyter Notebook - Size: 43.6 MB - Last synced at: 12 months ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 1
MI2G/sampling-tutorials
Imaging Inverse Problems and Bayesian Computation - Python tutorials to learn about (accelerated) sampling for uncertainty quantification and other advanced inferences
Language: Jupyter Notebook - Size: 29.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 2
liangxinzhu/rMISMCRE
This contains the codes used in the paper 'A randomized Multi-index sequential Monte Carlo method'.
Language: MATLAB - Size: 57.6 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0
hwangoh/uq-vae
Solving Bayesian Inverse Problems via Variational Autoencoders
Language: Python - Size: 333 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2
hwangoh/qpat-ewe-dgm
MATLAB package that models physical phenomena and performs uncertainty quantification on parameters of interest for coupled elastic-acoustic quantitative photoacoustic tomography
Language: MATLAB - Size: 3.25 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 3 - Forks: 3
pnkraemer/gp-emulators
A small collection of python-scripts associated with Gaussian process emulators in Bayesian inverse problems
Language: Python - Size: 56.4 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 0
