tachukao/mgplvm-pytorch issues and pull requests

#68 - Running the code with no 'targets' or 'lock' data

Issue - State: closed - Opened by Lucas97223 12 months ago

#67 - problem with the installer

Issue - State: open - Opened by deMalmazet about 2 years ago

#66 - Name changes

Pull Request - State: closed - Opened by tachukao over 2 years ago - 1 comment

#65 - [WIP] Jasmine thesis branch for easy comparison

Pull Request - State: closed - Opened by syncrostone over 3 years ago - 1 comment

#64 - Rdist base class without manifold

Issue - State: open - Opened by KrisJensen almost 4 years ago

#63 - Remove a bottleneck in variational_expectation

Pull Request - State: closed - Opened by syncrostone almost 4 years ago

#62 - Differentiate through CG the smart way

Issue - State: open - Opened by syncrostone almost 4 years ago

#61 - Add CG

Pull Request - State: closed - Opened by syncrostone almost 4 years ago - 1 comment

#60 - Ksc gp

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago

#59 - Separate optimiser and crossval for each model

Issue - State: open - Opened by KrisJensen almost 4 years ago

#58 - Batching and crossvalidation with GP prior

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago - 3 comments

#57 - Avoid redundant calculations

Issue - State: open - Opened by syncrostone almost 4 years ago

#56 - Overlapping batches + zero-inflated Poisson likelihood

Pull Request - State: closed - Opened by davindicode almost 4 years ago - 2 comments

#55 - Fix two minor toeplitz bugs and remove TxT matrix

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago

#54 - delete the extra rGP classes

Pull Request - State: closed - Opened by syncrostone almost 4 years ago

#53 - Make EP_GP more memory efficient

Issue - State: closed - Opened by KrisJensen almost 4 years ago

#52 - Delete some rGP classes

Issue - State: closed - Opened by KrisJensen almost 4 years ago

#51 - Toeplitz speed-up

Pull Request - State: closed - Opened by syncrostone almost 4 years ago - 4 comments

#50 - allow for Bvfa scale initialization via the lvm class

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago

#49 - Factor analysis with ARD

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago

#48 - Add separate optimization modules for Lgplvm, Bfa, Bvfa, etc.

Issue - State: closed - Opened by tachukao almost 4 years ago

#47 - Gplvm model class restructuring

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago

#46 - Factor analysis

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago

#45 - Bayesian Factor Analysis

Pull Request - State: closed - Opened by tachukao almost 4 years ago - 1 comment

#44 - Gaussian likelihood mean parameter

Issue - State: open - Opened by KrisJensen almost 4 years ago

#43 - GP variational distribution and LDS prior

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago

#42 - Update crossvalidation to correctly weight the svgp prior and allow for sampled predictions

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago

#41 - Initialization, likelihood.dist_mean() and misc edits

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago

#40 - Add repr to Kernels, Manifolds, Likelihoods, Models, and Rdist

Issue - State: open - Opened by tachukao almost 4 years ago

#39 - Update svgp tuning function

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago - 1 comment

#38 - Tuning function in svgp is currently broken

Issue - State: closed - Opened by tachukao almost 4 years ago

#37 - Linear ARD & remove linear distances

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago - 1 comment

#36 - Outdated examples on the develop branch

Issue - State: open - Opened by tachukao almost 4 years ago - 2 comments

#35 - Unifying parameter constraints

Issue - State: open - Opened by tachukao almost 4 years ago - 1 comment

#34 - Made kernels into a package and implemented ARD

Pull Request - State: closed - Opened by tachukao almost 4 years ago - 4 comments

#33 - Linear distance function

Issue - State: closed - Opened by tachukao almost 4 years ago

#32 - Tests to check that the models fit properly on synthetic data

Issue - State: open - Opened by tachukao almost 4 years ago - 1 comment

#31 - Improved distance functions

Pull Request - State: closed - Opened by tachukao almost 4 years ago

#30 - Swap the last two dimensions of the latents in svgp and the kernels

Issue - State: open - Opened by tachukao almost 4 years ago - 2 comments

#29 - Clean up develop branch

Pull Request - State: closed - Opened by tachukao almost 4 years ago - 2 comments

#28 - likelihood sampling and print/plot in outer optimization loop

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago

#27 - Distinguish between raw and actual parameters

Issue - State: open - Opened by tachukao almost 4 years ago - 6 comments

#26 - Change PCA initialization to FA

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago

#26 - Change PCA initialization to FA

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago

#25 - DataLoader class

Pull Request - State: closed - Opened by tachukao almost 4 years ago - 2 comments

#24 - Batch sampler for batching over samples and conditions

Pull Request - State: closed - Opened by tachukao almost 4 years ago - 6 comments

#24 - Batch sampler for batching over samples and conditions

Pull Request - State: closed - Opened by tachukao almost 4 years ago - 6 comments

#23 - Batching over samples

Pull Request - State: closed - Opened by tachukao almost 4 years ago - 1 comment

#23 - Batching over samples

Pull Request - State: closed - Opened by tachukao almost 4 years ago - 1 comment

#22 - Added unbiased batching tests for svgplvm and svgp

Pull Request - State: closed - Opened by tachukao almost 4 years ago - 2 comments

#22 - Added unbiased batching tests for svgplvm and svgp

Pull Request - State: closed - Opened by tachukao almost 4 years ago - 2 comments

#21 - fix GP prior for multiple samples

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago - 1 comment

#21 - fix GP prior for multiple samples

Pull Request - State: closed - Opened by KrisJensen almost 4 years ago - 1 comment

#20 - Broken multi-output gp prior

Pull Request - State: closed - Opened by davindicode almost 4 years ago - 4 comments

#20 - Broken multi-output gp prior

Pull Request - State: closed - Opened by davindicode almost 4 years ago - 4 comments

#19 - Fixed bug in elbo of svgp when batching

Pull Request - State: closed - Opened by tachukao almost 4 years ago - 3 comments

#19 - Fixed bug in elbo of svgp when batching

Pull Request - State: closed - Opened by tachukao almost 4 years ago - 3 comments

#18 - Added back n_samples dimension

Pull Request - State: closed - Opened by tachukao about 4 years ago - 6 comments

#18 - Added back n_samples dimension

Pull Request - State: closed - Opened by tachukao about 4 years ago - 6 comments

#17 - Likelihood tests

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#17 - Likelihood tests

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#16 - Removing n_samples dimension

Pull Request - State: closed - Opened by tachukao about 4 years ago - 8 comments

#16 - Removing n_samples dimension

Pull Request - State: closed - Opened by tachukao about 4 years ago - 8 comments

#15 - fix and test Burda LL

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#15 - fix and test Burda LL

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#14 - Minor clean-up of svgp sort_params function

Pull Request - State: closed - Opened by tachukao about 4 years ago - 1 comment

#14 - Minor clean-up of svgp sort_params function

Pull Request - State: closed - Opened by tachukao about 4 years ago - 1 comment

#13 - Work on SO(3) initialization, AR(p) prior and model storage

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#13 - Work on SO(3) initialization, AR(p) prior and model storage

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#12 - subpackages directly accessible from mgpvlm.*

Pull Request - State: closed - Opened by tachukao about 4 years ago - 1 comment

#12 - subpackages directly accessible from mgpvlm.*

Pull Request - State: closed - Opened by tachukao about 4 years ago - 1 comment

#11 - traning.py -> optimisers package

Pull Request - State: closed - Opened by tachukao about 4 years ago - 6 comments

#11 - traning.py -> optimisers package

Pull Request - State: closed - Opened by tachukao about 4 years ago - 6 comments

#10 - fix bug with batching in training

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#10 - fix bug with batching in training

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#9 - Update latents means and covariance initialization & parameterization

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#8 - Update crossval code + some documentation

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#8 - Update crossval code + some documentation

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#7 - Added flexible stopping criterion

Pull Request - State: closed - Opened by davindicode about 4 years ago - 4 comments

#7 - Added flexible stopping criterion

Pull Request - State: closed - Opened by davindicode about 4 years ago - 4 comments

#6 - Further restructuring of rdist

Pull Request - State: closed - Opened by tachukao about 4 years ago - 1 comment

#5 - Dev cv

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#5 - Dev cv

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#4 - Implement svgp crossvalidation

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#4 - Implement svgp crossvalidation

Pull Request - State: closed - Opened by KrisJensen about 4 years ago

#3 - Dev cv

Pull Request - State: closed - Opened by KrisJensen about 4 years ago - 1 comment

#2 - Restructure rdist

Pull Request - State: closed - Opened by tachukao about 4 years ago

#1 - Fix kernels and entropies tests

Pull Request - State: closed - Opened by tachukao about 4 years ago

#1 - Fix kernels and entropies tests

Pull Request - State: closed - Opened by tachukao about 4 years ago

GitHub / tachukao/mgplvm-pytorch issues and pull requests