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bayem
Implementation and derivation of "Variational Bayesian inference for a nonlinear forward model." [Chappell et al. 2008] for arbitrary, user-defined model errors.
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Potential bug in our F formula
#54
TTitscher
closed
2 years ago
6
Marginal matrix
#53
TTitscher
closed
2 years ago
0
Replace some custom info with tabulate package
#52
TTitscher
closed
2 years ago
0
Performance improvement in noise.loglike
#51
TTitscher
closed
3 years ago
0
More separated latent
#50
TTitscher
closed
2 years ago
0
Impure model error call
#49
TTitscher
closed
3 years ago
0
Add vb.scaling_eps to control when to apply scale
#48
TTitscher
closed
3 years ago
0
Proper VB scaling
#47
TTitscher
closed
2 years ago
2
Cleanup requirements
#46
TTitscher
closed
3 years ago
0
Remove sphinx from requirements
#45
TTitscher
closed
3 years ago
2
Noise group parameters as normal latent parameter
#44
TTitscher
closed
2 years ago
3
Remove vb.MBN and vb.Gamma
#43
TTitscher
closed
2 years ago
1
Motivational example
#42
TTitscher
closed
2 years ago
1
Vector valued parameters
#41
TTitscher
closed
2 years ago
3
Scipy prior
#40
TTitscher
closed
2 years ago
2
Separate VB algorithm
#39
TTitscher
closed
3 years ago
1
Scaled vb
#38
TTitscher
closed
3 years ago
1
Length of vector valued parameters
#37
TTitscher
closed
2 years ago
0
Prior information as `scipy.stats`
#36
TTitscher
closed
2 years ago
6
Integrating jacobians from Black box forward solver with grad based UQ schemes
#35
atulag0711
closed
2 years ago
11
Json serialize
#34
TTitscher
closed
3 years ago
1
Fix error in loglike
#33
TTitscher
closed
3 years ago
0
"chaining"
#32
TTitscher
opened
3 years ago
4
Add docu in particular for VB derivation
#31
joergfunger
closed
3 years ago
10
Calibration framework v0.1
#30
atulag0711
closed
2 years ago
2
Swapping plus and minus here and there. Fixes #19
#29
TTitscher
closed
3 years ago
1
Add optional parameter_names to MVN
#28
TTitscher
closed
3 years ago
0
Rework noise models
#27
TTitscher
closed
3 years ago
1
Fix #22
#26
TTitscher
closed
3 years ago
0
Analytical example
#25
joergfunger
closed
2 years ago
12
Enhance latent
#24
TTitscher
closed
3 years ago
0
"impure" ModelErrorInterface.__call__()
#23
TTitscher
closed
2 years ago
7
Jacobian for global variables
#22
joergfunger
closed
3 years ago
5
initialization of global parameter vector
#21
joergfunger
closed
3 years ago
4
evaluate vs. __call__
#20
joergfunger
closed
3 years ago
1
Inconsistent assignments to "k" and "J"
#19
ajafarihub
closed
3 years ago
7
Unstable number of VB-iterations
#18
ajafarihub
opened
3 years ago
25
Build conda package
#17
joergfunger
opened
3 years ago
0
Mix of shape and scale in bayes.vb.Gamma
#16
TTitscher
closed
2 years ago
11
Fancy jacobian
#15
TTitscher
closed
3 years ago
4
Inference problem
#14
TTitscher
closed
3 years ago
1
Noise model
#13
TTitscher
closed
3 years ago
1
Variational Bayes algorithm with given noise
#12
TTitscher
closed
2 years ago
1
Separate hyperparameters
#11
TTitscher
closed
3 years ago
3
WIP: Vector parameters
#10
TTitscher
closed
3 years ago
4
update parameter vector in eval instead of copy
#9
joergfunger
closed
3 years ago
1
Parameters as vector
#8
joergfunger
closed
3 years ago
14
Update single latent variable
#7
joergfunger
closed
3 years ago
3
Jacobian of individual models
#6
joergfunger
closed
3 years ago
2
add evaluate model error
#5
joergfunger
closed
3 years ago
1
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