Issues

• natural parameters or covariance parameters for variational approximations

  enhancementquestion
  thangbui/geepee#19 · Filter by author thangbui opened on Jun 5, 2017

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

  todo
  thangbui/geepee#18 · Filter by author thangbui opened on Jun 3, 2017

• pep8 style

  thangbui/geepee#15 · Filter by author thangbui opened on Apr 11, 2017

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

  todo
  thangbui/geepee#14 · Filter by author thangbui opened on Mar 28, 2017

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

  todo
  thangbui/geepee#13 · Filter by author thangbui opened on Mar 26, 2017

• Frigola et al's VI for GPSSMs

  todo
  thangbui/geepee#12 · Filter by author thangbui opened on Mar 26, 2017
  1

• Titsias's VI for GP regression/classification

  todo
  thangbui/geepee#11 · Filter by author thangbui opened on Mar 26, 2017

• Titsias's VI for GPLVMs

  todo
  thangbui/geepee#10 · Filter by author thangbui opened on Mar 26, 2017

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

  todo
  thangbui/geepee#9 · Filter by author thangbui opened on Mar 26, 2017

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

  todo
  thangbui/geepee#8 · Filter by author thangbui opened on Mar 26, 2017
  2

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

  todo
  thangbui/geepee#7 · Filter by author thangbui opened on Mar 26, 2017

• Quadrature/Monte Carlo

  todo
  thangbui/geepee#6 · Filter by author thangbui opened on Mar 26, 2017
  2

• Linearisation step

  todo
  thangbui/geepee#5 · Filter by author thangbui opened on Mar 26, 2017

• unit tests and integration tests

  todo
  thangbui/geepee#4 · Filter by author thangbui opened on Mar 26, 2017

• time profiling

  todo
  thangbui/geepee#3 · Filter by author thangbui opened on Mar 26, 2017

• save/load models

  todo
  thangbui/geepee#2 · Filter by author thangbui opened on Mar 26, 2017
  1

• add documentation

  todo
  thangbui/geepee#1 · Filter by author thangbui opened on Mar 26, 2017