JuliaGaussianProcesses/ApproximateGPs.jl

Issues

• Difference in NonCentered SVA posterior variance with GPflow implementation

  #150 opened 3 months ago by Janssena
  3

• Support for non-zero prior mean

  #89 opened 3 years ago by st--
  1

• Pathwise sampling

  #7 opened 3 years ago by rossviljoen
  4

• TagBot trigger issue

  #55 opened 3 years ago by JuliaTagBot
  24

• `_prior_kl` not differentiable for `Centered` with `Zygote`

  #129 opened 3 years ago by theogf
  14

• GPR/VFE equivalence checks fail on nightly

  #137 opened 2 years ago by simsurace
  1

• Zygote 0.6.41 breaks the tests

  #135 opened 2 years ago by simsurace
  10

• Pseudo-marginal MCMC for non-conjugate GP inference

  #134 opened 2 years ago by Red-Portal
  0

• `SparseVariationalApproximation` breaks with PDMats.jl v0.11.8

  #131 opened 3 years ago by simsurace
  4

• Add FAQ to docs

  #61 opened 3 years ago by st--
  0

• Have a common docs/tutorial interface for the whole JuliaGPs ecosystem

  #101 opened 3 years ago by theogf
  2

• Move quadrature to GPLikelihoods

  #53 opened 3 years ago by rossviljoen
  1

• Laplace objective.f

  #62 opened 3 years ago by willtebbutt
  1

• Laplace Approximation intermediates

  #109 opened 3 years ago by willtebbutt
  3

• Examples don't use correct version of ApproximateGPs

  #105 opened 3 years ago by devmotion
  3

• Have a quick structure overview in the README

  #114 opened 3 years ago by theogf
  0

• RFC: sub-modules for each approximations

  #90 opened 3 years ago by st--
  9

• [Tutorials] Hide the whole runtime info within a `<details></details>` block

  #100 opened 3 years ago by theogf
  0

• Implement "Unifying View of Sparse Approximations ..." methods

  #84 opened 3 years ago by Crown421
  8

• Very large Git Repository - clean up gh-pages branch before next release

  #73 opened 3 years ago by willtebbutt
  13

• [examples workflow:] Why instantiate only and not update

  #94 opened 3 years ago by theogf
  7

• `SVGP` deprecation not exact

  #88 opened 3 years ago by st--
  9

• Benchmarking `expected_loglik`

  #82 opened 3 years ago by theogf
  11

• Expectation Propagation

  #92 opened 3 years ago by st--
  0

• add SparseVariationalApproximation to c-comparisons example notebook

  #91 opened 3 years ago by st--
  0

• Whitening parametrisation

  #60 opened 3 years ago by st--
  8

• Improve Test Coverage

  #66 opened 3 years ago by rossviljoen
  0

• File Structure

  #75 opened 3 years ago by willtebbutt
  3

• Turn docs into Literate script

  #72 opened 3 years ago by willtebbutt
  0

• I'm in favour of renaming to `SparseVariationalApproximation`

  #69 opened 3 years ago by willtebbutt
  0

• Give a docstring to the SVGP object

  #67 opened 3 years ago by theogf
  1

• Document the maths

  #12 opened 3 years ago by rossviljoen
  1

• TODOs

  #2 opened 3 years ago by rossviljoen
  26

• Package name

  #34 opened 3 years ago by theogf
  11

• Improve parametrisation in examples

  #35 opened 3 years ago by st--
  1

• References in notebooks not working correctly

  #36 opened 3 years ago by st--
  1

• Testing

  #4 opened 3 years ago by rossviljoen
  3

• Refactoring the ELBO

  #13 opened 3 years ago by rossviljoen
  2

• CI etc

  #14 opened 3 years ago by willtebbutt
  0

• GPU Support

  #15 opened 3 years ago by rossviljoen
  4

• Quadrature (and Monte Carlo) for computing variational expectations

  #3 opened 3 years ago by rossviljoen
  5

• Code Review

  #8 opened 3 years ago by rossviljoen
  1

• Support inter-domain inducing points

  #11 opened 3 years ago by rossviljoen
  1

• Cholesky factorisation fails for inducing points

  #1 opened 3 years ago by rossviljoen
  2