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ziatdinovmax
/
gpax
Gaussian Processes for Experimental Sciences
http://gpax.rtfd.io
MIT License
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Unable to use gpu: might be a jax(or jaxlib) issue
#63
utkarshp1161
closed
11 months ago
2
Delete examples/hypoAL.ipynb
#62
ziatdinovmax
closed
12 months ago
0
Notebook hypoAL.ipynb appears to just be an older version of gpax_hypo.ipynb
#61
matthewcarbone
closed
12 months ago
2
Notebook rework for smoke tests
#60
matthewcarbone
closed
12 months ago
3
Quality-of-life suggestions for release, CI, semantic versioning, etc.
#59
ziatdinovmax
closed
6 months ago
3
Batch acquisition (bototrch style)
#58
ziatdinovmax
opened
1 year ago
1
Implement faster smoke tests of notebooks
#53
matthewcarbone
closed
12 months ago
1
Open discussions?
#52
matthewcarbone
closed
1 year ago
1
Kernels with a different length scale on each axis
#51
matthewcarbone
closed
1 year ago
2
Add simple notebook comparing the results of ExactGP and viGP
#50
matthewcarbone
closed
1 year ago
6
ExactGP.predict and viGP.predict produce inconsistent shapes
#49
matthewcarbone
opened
1 year ago
8
Add option to specify custom noise kernels
#48
ziatdinovmax
closed
1 year ago
1
Utilities for easy specification of custom kernels
#47
ziatdinovmax
closed
1 year ago
0
Improve parameter replacement in set_fn function
#46
ziatdinovmax
closed
1 year ago
1
Utilities for simplifying assignment of priors
#45
ziatdinovmax
closed
1 year ago
1
Add heteroskedastic Gaussian process
#44
ziatdinovmax
closed
1 year ago
1
Possible issue in indexes in batch acquisition
#43
matthewcarbone
closed
1 year ago
2
Suggestion: refactor acquisition.py to a class structure
#42
matthewcarbone
closed
1 year ago
2
Quality-of-life suggestions for release, CI, semantic versioning, etc.
#41
matthewcarbone
closed
1 year ago
0
Feature: allow the user to scale X and y before fitting, predicting, etc.
#40
matthewcarbone
closed
1 year ago
3
Add notebook smoke tests, QOL changes, part 2
#39
matthewcarbone
closed
1 year ago
9
Add notebook smoke tests, other QOL changes
#38
matthewcarbone
closed
1 year ago
1
Add batched acquisition functions and knowledge gradient
#37
ziatdinovmax
closed
1 year ago
1
Is it possible to filter nans for ExactGP.predict inside UCB Acquisition functions calls?
#36
avivajpeyi
closed
1 year ago
2
Any suggestions on how to improve acquisition.UCB for active GP example?
#35
avivajpeyi
closed
1 year ago
2
MCMC prediction stability issue - providing NAN values of variance (Issue in Google Colab GPU/HighRam setting)
#34
arpanbiswas52
opened
1 year ago
4
Feature: implement simulated campaigning for "hyper parameter tuning"
#33
matthewcarbone
opened
1 year ago
7
Minor bug fixes for vidkl and vigp
#32
ziatdinovmax
closed
1 year ago
1
Add acquisition function penalties
#31
ziatdinovmax
closed
1 year ago
1
Notebook for Theory-informed data reconstruction and Bayesian optimization appears to be incorrect
#30
matthewcarbone
closed
1 year ago
1
Multi-fidelity/task DKL and GP + code refactoring
#29
ziatdinovmax
closed
1 year ago
0
iBNN
#28
ziatdinovmax
closed
1 year ago
1
Update acquisition functions
#27
ziatdinovmax
closed
1 year ago
1
Add an option to choose b/w CPU and GPU in sPM
#26
ziatdinovmax
closed
1 year ago
1
Add more utilities and bug fixes
#25
ziatdinovmax
closed
1 year ago
1
Add variational inference GP
#24
ziatdinovmax
closed
1 year ago
0
Update batch acquisition
#23
ziatdinovmax
closed
1 year ago
1
Fix the issue associated with xla_callable
#22
ziatdinovmax
closed
1 year ago
1
Hypo al utils
#21
ziatdinovmax
closed
1 year ago
1
Show all entries in the toctree
#20
ziatdinovmax
closed
2 years ago
0
Docs
#19
ziatdinovmax
closed
2 years ago
1
Update docs
#18
ziatdinovmax
closed
2 years ago
0
Add documentation
#17
ziatdinovmax
closed
2 years ago
1
Mixdevices
#16
ziatdinovmax
closed
2 years ago
0
Add option to pass a number of samples
#15
ziatdinovmax
closed
2 years ago
1
Dviz
#14
ziatdinovmax
closed
2 years ago
1
V0.0.4
#13
ziatdinovmax
closed
2 years ago
0
Prior
#12
ziatdinovmax
closed
2 years ago
1
Add option to sample from prior predictive distribution
#11
ziatdinovmax
closed
2 years ago
1
Add option for noise-free predictions
#10
ziatdinovmax
closed
2 years ago
1
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