BAMresearch/bayem
Implementation and derivation of "Variational Bayesian inference for a nonlinear forward model." [Chappell et al. 2008] for arbitrary, user-defined model errors.
PythonMIT
Issues
- 0
remove python 3.7
#104 opened by joergfunger - 0
levels are not always computed correctly
#98 opened by joergfunger - 1
Changes in visualization somehow break the CI
#96 opened by joergfunger - 3
Visualization of marginalized posteriors
#94 opened by joergfunger - 3
Linearity check
#67 opened by TTitscher - 1
Sub-optimal control flow
#89 opened by TTitscher - 4
VB_postprocess_per_iteration
#86 opened by ajafarihub - 4
VB_handle_diverging_ME
#87 opened by ajafarihub - 28
Prescribed correlation (in noise model)
#56 opened by ajafarihub - 6
Towards `bayem`
#69 opened by TTitscher - 1
VB `state` variable
#80 opened by TTitscher - 1
Check ARD implementation
#79 opened by TTitscher - 2
Proper VB scaling
#47 opened by TTitscher - 0
pre-commit hooks
#78 opened by TTitscher - 0
Docstrings
#77 opened by TTitscher - 0
Fancy readme
#76 opened by TTitscher - 0
Failing visualization test
#73 opened by TTitscher - 6
Potential bug in our F formula
#54 opened by TTitscher - 1
Motivational example
#42 opened by TTitscher - 6
Prior information as `scipy.stats`
#36 opened by TTitscher - 11
Integrating jacobians from Black box forward solver with grad based UQ schemes
#35 opened by atulag0711 - 0
Length of vector valued parameters
#37 opened by TTitscher - 7
"impure" ModelErrorInterface.__call__()
#23 opened by TTitscher - 3
Vector valued parameters
#41 opened by TTitscher - 1
Remove vb.MBN and vb.Gamma
#43 opened by TTitscher - 3
- 11
Mix of shape and scale in bayes.vb.Gamma
#16 opened by TTitscher - 1
Remove Gamma.Noninformative()?
#64 opened by TTitscher - 12
Analytical example
#25 opened by joergfunger - 1
Variational Bayes algorithm with given noise
#12 opened by TTitscher - 2
Remove sphinx from requirements
#45 opened by TTitscher - 1
Separate VB algorithm
#39 opened by TTitscher - 7
Inconsistent assignments to "k" and "J"
#19 opened by ajafarihub - 4
"chaining"
#32 opened by TTitscher - 25
Unstable number of VB-iterations
#18 opened by ajafarihub - 5
Jacobian for global variables
#22 opened by joergfunger - 3
Separate hyperparameters
#11 opened by TTitscher - 4
initialization of global parameter vector
#21 opened by joergfunger - 3
Update single latent variable
#7 opened by joergfunger - 14
Parameters as vector
#8 opened by joergfunger - 2
Jacobian of individual models
#6 opened by joergfunger - 1
Noise model
#13 opened by TTitscher - 1
evaluate vs. __call__
#20 opened by joergfunger - 1
Multi-Multi-ModelError
#2 opened by TTitscher