Skip to content
PyTorch implementation of the Covariate-GPLVM
Branch: master
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
cGPLVM restructure code for compatibility with torch 1.1 Jun 3, 2019
examples add toy example Jun 3, 2019
fig
LICENSE.txt
README.md

README.md

c-GPLVM

Implementation of Covariate-GPLVM, accompanying our ICML 2019 paper Decomposing feature-level variation with Covariate Gaussian Process Latent Variable Models.

See here for a code example.

@InProceedings{martens2019,
  title = 	 {Decomposing feature-level variation with {C}ovariate {G}aussian {P}rocess {L}atent {V}ariable {M}odels},
  author = 	 {M{\"a}rtens, Kaspar and Campbell, Kieran and Yau, Christopher},
  booktitle = 	 {Proceedings of the 36th International Conference on Machine Learning},
  pages = 	 {4372--4381},
  year = 	 {2019},
  volume = 	 {97},
  series = 	 {Proceedings of Machine Learning Research},
  publisher = 	 {PMLR},
}
You can’t perform that action at this time.