thangbui/geepee

Issues

• Approximate Power-EP for Deep GPs with intermediate variables for density models/latent variable models

  #8 opened 7 years ago by thangbui
  2

• save/load models

  #2 opened 7 years ago by thangbui
  1

• DGPR model - kernel/weave error

  #20 opened 7 years ago by SebastianPopescu
  2

• natural parameters or covariance parameters for variational approximations

  #19 opened 7 years ago by thangbui
  0

• deep GP regression unable to produce sensible fit for small data (less than 4 data points)

  #18 opened 7 years ago by thangbui
  0

• gradients of predictive means and variances wrt inputs

  #17 opened 7 years ago by thangbui
  0

• predict_y with Gaussian likelihood

  #16 opened 7 years ago by hughsalimbeni
  1

• Quadrature/Monte Carlo

  #6 opened 7 years ago by thangbui
  2

• pep8 style

  #15 opened 7 years ago by thangbui
  0

• Frigola et al's VI for GPSSMs

  #12 opened 7 years ago by thangbui
  1

• stochastic optimisation (noisy gradients due to data-subsampling) for ALL models

  #14 opened 7 years ago by thangbui
  0

• improve Power-EP numerical stability/deal with invalid updates

  #9 opened 7 years ago by thangbui
  0

• Hensman's VI (nested compression) for Deep GP R/C/LVMs

  #13 opened 7 years ago by thangbui
  0

• Titsias's VI for GP regression/classification

  #11 opened 7 years ago by thangbui
  0

• Titsias's VI for GPLVMs

  #10 opened 7 years ago by thangbui
  0

• Approximate Power-EP for Deep GPs with intermediate variables for reg./cla.

  #7 opened 7 years ago by thangbui
  0

• Linearisation step

  #5 opened 7 years ago by thangbui
  0

• add documentation

  #1 opened 7 years ago by thangbui
  0

• time profiling

  #3 opened 7 years ago by thangbui
  0

• unit tests and integration tests

  #4 opened 7 years ago by thangbui
  0