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JaxGaussianProcesses
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GPJax
Gaussian processes in JAX.
https://docs.jaxgaussianprocesses.com/
Apache License 2.0
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Fix broken docs
#424
thomaspinder
closed
9 months ago
0
Update typing.py
#423
daniel-dodd
closed
9 months ago
0
dev: `jax.random`'s `KeyArray` is deprecated - move to `jaxtyping`'s `Key`
#422
daniel-dodd
closed
9 months ago
0
dev: Use kwargs only in dataclasses
#421
thomaspinder
opened
9 months ago
2
feat: Migrate PyTree to Equinox or Flax
#420
thomaspinder
closed
3 weeks ago
0
Cleanup src
#419
thomaspinder
closed
9 months ago
0
Update README.md
#418
daniel-dodd
closed
9 months ago
0
Fix typo in CollapsedELBO
#417
meta-inf
closed
9 months ago
2
Fix bug and add test.
#416
daniel-dodd
closed
9 months ago
0
bug: triangular constraint not enforced in WhitenedVariationalGaussian
#415
meta-inf
closed
9 months ago
2
Fix AnalyticalGuassianIntegrator
#414
meta-inf
closed
9 months ago
0
bug: AnalyticalGaussianIntegrator incorrect
#413
meta-inf
closed
9 months ago
2
LOOCV objective
#412
henrymoss
closed
10 months ago
0
Bump version
#411
thomaspinder
closed
9 months ago
0
fix config import
#410
henrymoss
closed
10 months ago
0
bug: Jitting objectives.
#409
daniel-dodd
closed
3 weeks ago
1
Namespace cleanup
#408
thomaspinder
closed
9 months ago
0
[RFC] Sklearn regression
#407
thomaspinder
opened
10 months ago
0
bug: gpx.Dataset used in the core fit API is invalid?
#406
cottrell
opened
10 months ago
1
bump cola to v0.0.5
#405
daniel-dodd
closed
10 months ago
0
bug: Memory leak when runing the example code with <1k points
#404
MDCHAMP
closed
10 months ago
6
Jaxopt 2
#402
henrymoss
closed
10 months ago
2
Fix obs_noise confusion
#400
henrymoss
closed
11 months ago
0
bug: discrepancy in usage of Gaussian likelihood's `obs_noise` (std. dev. and variance)
#399
etienne-thuillier
closed
11 months ago
2
Add governance doc
#398
thomaspinder
closed
11 months ago
0
Cannot import gpjax after installing tensorflow
#397
rgiordan
closed
6 months ago
3
Quick fix to remove duplicate file
#395
henrymoss
closed
11 months ago
0
docs: Add an explicit example for implementing a custom likelihood.
#393
daniel-dodd
opened
11 months ago
3
[WIP]: minimal general matern kernel.
#392
daniel-dodd
closed
9 months ago
0
feat: Support general Matérn kernel.
#391
daniel-dodd
opened
11 months ago
1
bug: AttributeError: 'DenseLinearOperator' object has no attribute 'astype' when applying cholesky
#390
adam-hartshorne
closed
12 months ago
2
dev: Improve GP Prediction Efficiency
#389
Thomas-Christie
opened
12 months ago
1
docs: Problem about Bayesian Optimization Example
#388
cold-young
closed
1 year ago
0
formatting and spelling
#387
ivanshalashilin
closed
1 year ago
0
Add decision making functionality
#386
Thomas-Christie
closed
1 year ago
0
Prepare for future batching
#385
Thomas-Christie
closed
1 year ago
0
bug: KeyArray as static field
#384
ASEM000
opened
1 year ago
1
feat: Vecchia / nearest neighbour approximation kernel
#383
daniel-dodd
opened
1 year ago
1
docs: Fit models with standard for loop + notebook on training loops.
#382
daniel-dodd
opened
1 year ago
1
feat: Default and overridable `solve` and `root` computation methods.
#381
daniel-dodd
opened
1 year ago
1
dev: NumPyro integration notebook.
#380
daniel-dodd
opened
1 year ago
1
feat: Explicit basis function kernel support
#379
daniel-dodd
opened
1 year ago
1
feat: Pathwise sampling / Matheron's rule refactoring.
#378
daniel-dodd
opened
1 year ago
1
dev: Check shapes in integrator.
#377
daniel-dodd
closed
16 hours ago
2
feat: lazy Sum and Product computation.
#376
daniel-dodd
closed
1 day ago
2
feat: cross_covariance to LinearOperator.
#375
daniel-dodd
closed
1 day ago
2
feat: LowRank matrix solves for BasisFunctionComputation
#374
daniel-dodd
closed
1 day ago
2
dev: Add method to switch between Exp Param and Nat Param variational families
#373
daniel-dodd
closed
1 day ago
2
feat: Post Python 3.10 bump, where relevant, use KW_ONLY sentinel values
#372
daniel-dodd
closed
1 day ago
2
feat: Kronecker kernel + computation
#371
daniel-dodd
closed
1 day ago
2
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