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MuyGPyS
A fast, pure python implementation of the MuyGPs Gaussian process realization and training algorithm.
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need overhaul of `tests/optimize.py`
#138
bwpriest
closed
1 year ago
1
Need `DistortionModel`s to take metric functions (instead of strings)
#137
bwpriest
closed
1 year ago
2
Major refactor to `sigma_sq` incoming
#136
bwpriest
opened
1 year ago
0
Added performance benchmarking script
#135
bwpriest
closed
1 year ago
0
Need to change assertEqual calls to _check_ndarray calls
#134
alecmdunton
closed
1 year ago
1
Updated format throughout to match PEP
#133
bwpriest
closed
1 year ago
0
Tests failing is not blocking
#132
igoumiri
closed
1 year ago
10
jax installation has updated so our jax installation extras are outdated
#131
bwpriest
closed
1 year ago
2
several tests have drifted and are no longer compatible with MPI
#130
bwpriest
opened
1 year ago
0
Reorganize hyperparameters and init hierarchical nonstationary hyperparameter
#129
igoumiri
closed
1 year ago
4
Fixed bug that was fixing length_scale in optimizations
#128
bwpriest
closed
1 year ago
0
Anisotropic feature integrated into library. Tests added to gp.py and kernel.py
#127
alecmdunton
closed
1 year ago
8
Need to refactor `tests/backend` tests to depend upon model choices
#126
bwpriest
closed
1 year ago
1
Refactored code so length scale lives in distortion models
#122
alecmdunton
closed
1 year ago
3
Need to move `length_scale` parameter inside of the distortion model and out of the kernel functions
#120
bwpriest
closed
1 year ago
12
Need to refactor `muygps_layer` class so that it accepts a `MuyGPS` object
#119
bwpriest
closed
1 year ago
4
Exposing object creation to the user
#118
bwpriest
closed
1 year ago
0
Refactor backend tests so that there are numpy and (jax/torch) versions of the `MuyGPS` objects
#117
bwpriest
closed
1 year ago
1
Refactor `__init__` methods throughout
#116
bwpriest
closed
1 year ago
3
need test for `make_noise_tensor`
#115
bwpriest
closed
1 year ago
2
need heteroscedastic example
#114
bwpriest
opened
1 year ago
2
Need documentation overhaul
#113
bwpriest
closed
1 year ago
1
Need to support sigma_sq optimization in PyTorch
#112
alecmdunton
opened
1 year ago
1
Need to refactor code in examples/muygps_torch
#111
alecmdunton
closed
1 year ago
1
Need to move hyperparameter handling logic into its own class
#110
bwpriest
closed
1 year ago
1
Feature/heteroscedasticity
#109
alecmdunton
closed
1 year ago
3
Need to simplify `MuyGPyS.examples`
#108
bwpriest
opened
1 year ago
1
coalesced noise model application logic to single function
#107
bwpriest
closed
1 year ago
0
`fast_posterior_mean` needs to be rephrased as a composition
#106
bwpriest
closed
1 year ago
6
optimization functions need an elegant copy method for creating the returned model
#105
bwpriest
closed
1 year ago
3
Making all member functions modular pure functions
#104
bwpriest
closed
1 year ago
0
`MuyGPyS.examples.muygps_torch` needs to be rewritten to obscure all references to `MuyGPyS._src`
#103
bwpriest
closed
1 year ago
2
Removing `MuyGPS.regress` in favor of separate mean and variance functions
#102
bwpriest
closed
1 year ago
0
docs/examples/fast_regression_tutorial.ipynb is broken
#101
bwpriest
closed
1 year ago
3
removed all `*_from_indices` functions from the libarary (less MuyGPyS.examples)
#100
bwpriest
closed
1 year ago
0
`tests/precompute/fast_regress_api.py` test `StargalFastRegressTest` does not pass
#99
bwpriest
closed
1 year ago
2
All optimization functions now rely on kwargs form
#98
bwpriest
closed
1 year ago
0
Housekeeping to tidy up the import interface
#97
bwpriest
closed
1 year ago
0
Need torch MuyGPyS layer to support 64 bit optimization
#96
bwpriest
closed
1 year ago
6
Refactoring math to remove global numpy dependency
#95
bwpriest
closed
1 year ago
0
library needs to be more functional
#94
bwpriest
closed
1 year ago
1
version v0.6.6 update
#93
bwpriest
closed
1 year ago
0
Update torch documentation and torch tutorial to give caveats
#92
alecmdunton
closed
1 year ago
1
Feature/final torch documentation
#91
alecmdunton
closed
1 year ago
0
torch tutorial cleanup
#90
bwpriest
closed
1 year ago
0
Added missing __init__.py to MuyGPyS.torch package
#89
bwpriest
closed
1 year ago
0
Anisotropic Modeling
#88
alecmdunton
closed
1 year ago
14
Feature/torch test bed
#87
alecmdunton
closed
1 year ago
6
Need test cases for CI covering `MuyGPyS.torch`
#86
bwpriest
closed
1 year ago
1
Quick fix to add homoscedasticity to torch functions
#85
alecmdunton
closed
1 year ago
3
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