https://github.com/aaltoml/vff

Variational Fourier Features

https://github.com/aaltoml/vff

Science Score: 10.0%

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Variational Fourier Features

Basic Info
  • Host: GitHub
  • Owner: AaltoML
  • License: apache-2.0
  • Language: Python
  • Default Branch: master
  • Size: 24.6 MB
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Fork of jameshensman/VFF
Created almost 8 years ago · Last pushed almost 8 years ago

https://github.com/AaltoML/VFF/blob/master/

# VFF
Variational Fourier Features for Gaussian Processes

By James Hensman, Nicolas Durrande and Arno Solin.

Code accompanies this arxiv paper: https://arxiv.org/pdf/1611.06740v1.pdf

### Install
VFF relies heavily on [GPflow](github.com/GPflow/GPflow). After installing GPflow, clone this repo and add the VFF directory to your PYTHONPATH. There are some examples in the `experiments` directory that replicate figures from the manuscript. 

Questions and comments are welcome via github issues on this repo.



Owner

  • Name: AaltoML
  • Login: AaltoML
  • Kind: organization
  • Location: Finland

Machine learning group at Aalto University lead by Prof. Solin

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