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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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made outer-loop optimization ifless
#195
bwpriest
closed
1 year ago
0
streamlined and made DistortionFns ifless
#194
bwpriest
closed
1 year ago
0
made sigma_sq logic ifless
#193
bwpriest
closed
1 year ago
0
made noise perturbation logic ifless
#192
bwpriest
closed
1 year ago
0
improved loss abstraction
#191
bwpriest
closed
1 year ago
0
Feature/ifless loss
#190
bwpriest
closed
1 year ago
0
corrected looph documentation [skip ci]
#189
bwpriest
closed
1 year ago
0
implementation of experimental shear kernel
#188
bwpriest
closed
1 year ago
0
Docstring example in MuyGPS object leads to error
#187
petershagnea
closed
10 months ago
2
Should refactor library internals to be "ifless"
#186
bwpriest
closed
1 year ago
3
final updates for v0.7.0
#185
bwpriest
closed
1 year ago
0
partial fix to torch parameter optimization
#184
bwpriest
closed
1 year ago
0
reduced training ratio for anisotropic tutorial
#183
bwpriest
closed
1 year ago
0
improvements to samplers and tutorials
#182
bwpriest
closed
1 year ago
0
Optimization loop chassis
#181
akilandrews
closed
1 year ago
1
Passing loss functions instead of strings. Unhooked experimental opti…
#180
bwpriest
closed
1 year ago
0
passing loss functions instead of indicating strings
#179
bwpriest
closed
1 year ago
0
moved mini batch tests to their own file
#178
bwpriest
closed
1 year ago
0
moved UnivariateSampler* into MuyGPyS._test.sampler for convenience
#177
bwpriest
closed
1 year ago
0
Added loss function tutorial. Fixed some mistakes in the documentatio…
#176
bwpriest
closed
1 year ago
0
anisotropic tutorial and nb cleanup
#175
bwpriest
closed
1 year ago
0
fast regression tutorial is a mess and needs a rewrite
#174
bwpriest
closed
1 year ago
1
precomputing torch tutorial as it does not seem possible to run on RT…
#173
bwpriest
closed
1 year ago
0
fixed RTD builds
#172
bwpriest
closed
1 year ago
0
Roll back required ipython versions in setup.py [skip ci]
#171
bwpriest
closed
1 year ago
0
Update .readthedocs.yaml to supported python version [skip ci]
#170
bwpriest
closed
1 year ago
0
documentation nb updates/cleanup
#169
bwpriest
closed
1 year ago
0
loss method propagation is ungainly
#168
bwpriest
closed
1 year ago
1
fixed bug to actually forward the looph function
#167
bwpriest
closed
1 year ago
0
Added a variance-regularized pseudo-Huber loss function similar in fo…
#166
bwpriest
closed
1 year ago
0
first implementation commit
#165
akilandrews
closed
1 year ago
0
Adding new pseudo Huber loss function for outlier robustness.
#164
bwpriest
closed
1 year ago
0
Missing requirement for jax
#163
igoumiri
closed
1 year ago
1
`lool` loss can be negative. Is this intended?
#162
bwpriest
closed
1 year ago
1
[skip ci] refactored nb names and added a flat optimization for sanit…
#161
bwpriest
closed
1 year ago
0
removed regress api tutorial [skip ci]
#160
bwpriest
closed
1 year ago
0
minor nonstationary notebook cleanup [skip ci].
#159
bwpriest
closed
1 year ago
0
pulled boilerplate functions out of optimization pipelines
#157
bwpriest
closed
1 year ago
0
Fix knot optimization
#156
igoumiri
closed
1 year ago
0
A noise prior of 0.0 seems to result in 0.0 variance
#155
bwpriest
opened
1 year ago
0
Optimization for hierarchical GPs
#154
igoumiri
closed
1 year ago
0
Added opt parameter indirection in preparation for hierarchical parameters
#153
bwpriest
closed
1 year ago
0
Fixed test harness errors introduced by merge. Updated some documentation.
#152
bwpriest
closed
1 year ago
0
Fix develop tests being skipped
#151
igoumiri
closed
1 year ago
3
CI tests are being skipped
#150
igoumiri
closed
1 year ago
2
Need anisotropic tutorial
#149
bwpriest
closed
1 year ago
1
Streamlined doc notebooks to obscure sampling and plotting code
#148
bwpriest
closed
1 year ago
0
Refactored distortion class to take metric Callable as argument
#147
alecmdunton
closed
1 year ago
1
removed hardcoded float commands in examples/muygps_torch
#146
alecmdunton
closed
1 year ago
1
Feature: hierarchical RBF
#145
igoumiri
closed
1 year ago
4
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