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SciML
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Surrogates.jl
Surrogate modeling and optimization for scientific machine learning (SciML)
https://docs.sciml.ai/Surrogates/stable/
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Speed up radial basis functions when output is single number
#392
fjebaker
closed
2 years ago
1
Constrained search space via modelingtoolkit integration?
#391
ArnoStrouwen
opened
2 years ago
0
Remove unnecessary doc bits after unification
#390
ArnoStrouwen
closed
2 years ago
4
Save/load generated surrogate model
#389
jacktang
opened
2 years ago
5
Hyperparameter optimization for kriging model
#388
chenr86
opened
2 years ago
6
MOE items to complete
#387
vikram-s-narayan
opened
2 years ago
1
add MOE to separate sub-package
#386
vikram-s-narayan
closed
2 years ago
2
fix MOE surrogate
#385
vikram-s-narayan
closed
2 years ago
1
[question] Reason for splitting into sub-packages
#384
vikram-s-narayan
closed
2 years ago
1
make docs work with strict mode
#383
vikram-s-narayan
closed
2 years ago
4
Update gekpls.md for new inputs and functionality
#382
vikram-s-narayan
closed
2 years ago
1
Make GEKPLS differentiable and surrogate optimization compatible
#381
vikram-s-narayan
closed
2 years ago
2
Optimization function mutates surrogate struct
#380
vikram-s-narayan
opened
2 years ago
2
More Kriging improvements (log likelihood, noise variance, more tests)
#379
archermarx
opened
2 years ago
5
Degree modification of multivariate polynomial chaos surrogate model
#378
chenr86
closed
2 years ago
2
How to evaluate surrogate model?
#377
jacktang
closed
2 years ago
2
Input dimension checking when evaluating surrogates
#376
archermarx
closed
2 years ago
2
Further Kriging improvements - Noise variance, log likelihood, and simplifying implementation
#375
archermarx
opened
2 years ago
1
New default hyperparameters and miscellaneous bug fixes for Kriging.
#374
archermarx
closed
2 years ago
5
Add docstrings for GEKPLS functions
#373
vikram-s-narayan
closed
2 years ago
0
make kriging differentiable
#372
archermarx
closed
2 years ago
6
Make GEKPLS differentiable
#371
vikram-s-narayan
closed
2 years ago
1
Make theta a user-supplied array param
#370
vikram-s-narayan
closed
2 years ago
5
Kriging Produces Nearly Identical Results for All Inputs After 3 Dimensions
#369
vikram-s-narayan
closed
2 years ago
7
Making Kriging differentiable and better initial hyperparams
#368
archermarx
closed
2 years ago
4
"GEKPLS not defined" error
#367
vikram-s-narayan
closed
2 years ago
5
Add Hyperparam Optimization for GEKPLS Theta
#366
vikram-s-narayan
closed
2 years ago
6
What's the purpose of neural network example
#365
jacktang
closed
2 years ago
3
Test and Make GEKPLS Compatible for 32-Bit Floats and Other Types
#364
vikram-s-narayan
opened
2 years ago
0
Setting "strict mode" in docs build throws error
#363
vikram-s-narayan
closed
2 years ago
0
Profile and optimize implementation of GEKPLS
#362
vikram-s-narayan
opened
2 years ago
3
setup SciML Style
#361
ChrisRackauckas
closed
2 years ago
1
Fix a few typos in the docs
#360
pitmonticone
closed
2 years ago
0
GEKPLS With Custom PLS Based on SKLearn PLS
#359
vikram-s-narayan
closed
2 years ago
15
Fix typos in the definition of the sphere function
#358
liuyxpp
closed
2 years ago
0
GEKPLS version with SK Learn PLS
#357
vikram-s-narayan
closed
2 years ago
2
Unsatisfiable requirements detected for package QuasiMonteCarlo
#356
vikram-s-narayan
closed
2 years ago
2
Convert representation of samples/outputs from Vector{Tuple} to Matrix
#355
archermarx
opened
2 years ago
0
Separate out pages
#354
ChrisRackauckas
closed
2 years ago
0
Add multiquadratic test
#353
ranjanan
closed
2 years ago
4
Remove samplers from Surrogates.jl in favor of QuasiMonteCarlo.jl
#352
archermarx
closed
2 years ago
2
Parameter optimization
#351
JanRotti
closed
2 years ago
2
CompatHelper: add new compat entry for QuasiMonteCarlo at version 0.2, (keep existing compat)
#350
github-actions[bot]
closed
2 years ago
0
Replace samplers with those from QuasiMonteCarlo.jl
#349
archermarx
closed
2 years ago
5
Other types of variable fidelity surrogate
#348
archermarx
opened
2 years ago
5
Minor fix for "GaussOrthoPoly not defined" error
#347
vikram-s-narayan
closed
2 years ago
1
update docs for multi-package form
#346
vikram-s-narayan
closed
2 years ago
2
GaussOrthoPoly not defined
#345
vikram-s-narayan
closed
2 years ago
1
LoadError: UndefVarError: NeuralSurrogate not defined
#344
sleepingPhD
closed
2 years ago
1
Some docstring fixes
#343
archermarx
closed
2 years ago
1
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