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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},
}

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PyTorch implementation of the Covariate-GPLVM

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