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LLNL
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MuyGPyS
A fast, pure python implementation of the MuyGPs Gaussian process realization and training algorithm.
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Using weights for individual data points
#245
esheldon
opened
1 month ago
3
numpy version has error checking jax
#244
esheldon
opened
1 month ago
3
fixed fast coefficient computation
#243
bwpriest
closed
2 months ago
0
switched to a src-layout for source code
#242
bwpriest
closed
2 months ago
0
deprecated MuyGPyS.examples submodule and MultivariateMuyGPS classes.
#241
bwpriest
closed
2 months ago
0
bulk documentation updates for v0.9
#240
bwpriest
closed
2 months ago
0
Handle hierarchical smoothness for Matern
#239
igoumiri
opened
2 months ago
0
added ShearNoise33 noise model that assumes that convergence variables have a noise prior 2x the other parameters.
#238
bwpriest
closed
3 months ago
0
updated shear notebook with (2+1)x3 kernel and solved the offset problem
#237
bwpriest
closed
5 months ago
0
unable to pip install muygpys
#236
RonCard
closed
2 months ago
3
Add missing kwargs to optimize_scale
#235
igoumiri
opened
5 months ago
0
[skip ci] added math descriptions to the 2x3 offset notebook
#234
bwpriest
closed
5 months ago
0
Pip install broken on develop
#233
igoumiri
closed
2 months ago
1
added a notebook illustrating the difference between the 2x3 and 3x3 shear means
#232
bwpriest
closed
6 months ago
0
modernize build system
#231
bwpriest
closed
6 months ago
0
Fix nonstationary unit tests
#230
igoumiri
closed
6 months ago
0
reattaching nonstationary hyperparameters to optimization chassis
#229
bwpriest
closed
7 months ago
0
[skip ci] added shear kernel confidence interval exploration
#228
bwpriest
closed
7 months ago
0
[skip ci] fixed error in shear kernel notebook
#227
bwpriest
closed
7 months ago
0
[skip ci] added more visualization for the 2x3 shear kernel
#226
bwpriest
closed
7 months ago
0
improve muygp torch implementation
#225
boya66
opened
7 months ago
0
updated readme, contributing guidelines, and added a notebook
#224
bwpriest
closed
7 months ago
0
added target_mask kwarg to optimizer functors that specifies which re…
#223
bwpriest
closed
7 months ago
0
added 2-in-3-out shear kernel implementation
#222
bwpriest
closed
7 months ago
0
added objective function access method to OptimizeFn
#221
bwpriest
closed
8 months ago
0
Make tests for ShearKernel
#220
gsallaberry
closed
9 months ago
1
Add variance and optimization tests to shear_kernel.ipynb
#219
gsallaberry
closed
9 months ago
0
moved tensor creation inside of MuyGPS class hierarchy
#218
bwpriest
closed
9 months ago
0
Bug fixes and shear_kernel notebook updates.
#217
gsallaberry
closed
10 months ago
0
tensorize lool_fn and analytic scale optimization
#216
bwpriest
closed
11 months ago
0
made shear kernel more general purpose
#215
bwpriest
closed
11 months ago
0
gp math overhaul to support more diverse tensor shapes
#214
bwpriest
closed
11 months ago
0
optimization test overhaul
#213
bwpriest
closed
11 months ago
0
removed support for vector scale parameter
#212
bwpriest
closed
11 months ago
0
removed now-unneeded scipy limitation
#211
bwpriest
closed
11 months ago
0
renaming K to Kin throughout for clarity
#210
bwpriest
closed
11 months ago
0
generalized tensor solves for multivariate kernels
#209
bwpriest
closed
11 months ago
0
Add kwargs to shear functions.
#208
gsallaberry
closed
12 months ago
0
Iterative analytic scale optimization
#207
igoumiri
closed
9 months ago
4
reordered tiling for shear kernel to a 3x3 grid of nxm kernels
#206
bwpriest
closed
1 year ago
0
release 0.8.2 prep
#205
bwpriest
closed
1 year ago
0
fixed some documentation errors for loss functions [skip ci]
#204
bwpriest
closed
1 year ago
0
updated .readthedocs.yaml to meet new RTD requirements [skip ci]
#203
bwpriest
closed
1 year ago
0
unitless looph implementation
#202
bwpriest
closed
1 year ago
0
updated looph to new form and improved loss documentation.
#201
bwpriest
closed
1 year ago
0
added downsampling scale class for robustness.
#200
bwpriest
closed
1 year ago
0
corrected and streamlined some MuyGPs function documentation. [skip ci]
#199
bwpriest
closed
1 year ago
0
replaced "nu" with "smoothness" throughout
#198
bwpriest
closed
1 year ago
0
update extraneous bits with new API [skip ci]
#197
bwpriest
closed
1 year ago
0
divested namespace of notation in favor of English
#196
bwpriest
closed
1 year ago
0
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