JaxGaussianProcesses/GPJax

Issues

• bug: Objectives not being optimised in the right direction

  #471 opened 4 months ago by huylenguyen
  4

• docs: Fit models with standard for loop + notebook on training loops.

  #382 opened 25 days ago by daniel-dodd
  3

• feat: Default and overridable `solve` and `root` computation methods.

  #381 opened 25 days ago by daniel-dodd
  3

• dev: NumPyro integration notebook.

  #380 opened 25 days ago by daniel-dodd
  3

• feat: Pathwise sampling / Matheron's rule refactoring.

  #378 opened 25 days ago by daniel-dodd
  3

• dev: support `numpy>=2.0.0`

  #476 opened 3 months ago by galah92
  3

• feat: General Matern Kernels

  #482 opened 2 months ago by shc443
  2

• bug: NotImplementedError when fitting Sparse GP

  #479 opened 2 months ago by AhmadAmine998
  1

• dev: let CoLA decide how to solve

  #475 opened 3 months ago by theorashid
  4

• feat: Support general Matérn kernel.

  #391 opened 3 months ago by daniel-dodd
  2

• dev: Improve GP Prediction Efficiency

  #389 opened 3 months ago by Thomas-Christie
  2

• bug: KeyArray as static field

  #384 opened 3 months ago by ASEM000
  2

• feat: Vecchia / nearest neighbour approximation kernel

  #383 opened 3 months ago by daniel-dodd
  2

• feat: Explicit basis function kernel support

  #379 opened 3 months ago by daniel-dodd
  2

• bug: gpx.Dataset used in the core fit API is invalid?

  #406 opened a year ago by cottrell
  1

• docs: Add an explicit example for implementing a custom likelihood.

  #393 opened a year ago by daniel-dodd
  3

• dev: Check shapes in integrator.

  #377 opened 3 months ago by daniel-dodd
  2

• feat: cross_covariance to LinearOperator.

  #375 opened 3 months ago by daniel-dodd
  2

• feat: lazy Sum and Product computation.

  #376 opened 3 months ago by daniel-dodd
  2

• feat: LowRank matrix solves for BasisFunctionComputation

  #374 opened 3 months ago by daniel-dodd
  2

• dev: Add method to switch between Exp Param and Nat Param variational families

  #373 opened 3 months ago by daniel-dodd
  2

• feat: Post Python 3.10 bump, where relevant, use KW_ONLY sentinel values

  #372 opened 3 months ago by daniel-dodd
  2

• feat: Kronecker kernel + computation

  #371 opened 3 months ago by daniel-dodd
  2

• Conflict between plum-dispatch and cola-plum-dispatch

  #441 opened 10 months ago by vabor112
  5

• dev: Use kwargs only in dataclasses

  #421 opened a year ago by thomaspinder
  2

• bug: Default Parameter in PoweredExponential

  #427 opened a year ago by ChrisBoettner
  1

• bug: possible bug in handling kernels that are combinations of combinations

  #428 opened a year ago by matthewrhysjones
  3

• feat: Add some plotting functionality

  #435 opened a year ago by Thomas-Christie
  1

• Variational Fourier Features

  #449 opened 9 months ago by ahwillia
  4

• feat: Low-Rank parametrization for categorical kernel

  #349 opened 4 months ago by ingmarschuster
  0

• feat: Nystrom approximations for very large datasets based on RPCholesky

  #344 opened 4 months ago by ingmarschuster
  1

• ARD kernel behavior

  #352 opened 4 months ago by james-bowden
  5

• feat: Kernel ridge regression models

  #343 opened 4 months ago by ingmarschuster
  0

• bug: Jitting objectives.

  #409 opened 4 months ago by daniel-dodd
  1

• bug: The latest version of jax causes a TypeError when making predictions.

  #463 opened 4 months ago by mikkelbue
  1

• dev: Migrate from Poetry to Hatch

  #467 opened 4 months ago by thomaspinder
  0

• feat: Adding several acquisition functions

  #459 opened 6 months ago by miguelgondu
  1

• feat: Migrate PyTree to Equinox or Flax

  #420 opened 4 months ago by thomaspinder
  0

• docs: Missing Dependency: "jaxopt" Not Listed in gpjax Documentation

  #444 opened 9 months ago by LiHao-MS
  1

• Cannot import gpjax after installing tensorflow

  #397 opened 9 months ago by rgiordan
  3

• docs: Very minor correction

  #431 opened a year ago by neel-maniar
  3

• dev: `jax.random`'s `KeyArray` is deprecated - move to `jaxtyping`'s `Key`

  #422 opened a year ago by daniel-dodd
  0

• bug: triangular constraint not enforced in WhitenedVariationalGaussian

  #415 opened a year ago by meta-inf
  2

• bug: AnalyticalGaussianIntegrator incorrect

  #413 opened a year ago by meta-inf
  2

• bug: Memory leak when runing the example code with <1k points

  #404 opened a year ago by MDCHAMP
  6

• bug: discrepancy in usage of Gaussian likelihood's `obs_noise` (std. dev. and variance)

  #399 opened a year ago by etienne-thuillier
  2

• bug: AttributeError: 'DenseLinearOperator' object has no attribute 'astype' when applying cholesky

  #390 opened a year ago by adam-hartshorne
  2

• docs: Problem about Bayesian Optimization Example

  #388 opened a year ago by cold-young
  0

• bug: plum-dispatch incompatibility issue

  #368 opened a year ago by adam-hartshorne
  0

• dev: Add flag in Dataset when data is not float64

  #342 opened a year ago by thomaspinder
  0