evelinag/Ariadne

F# library for Gaussian process models

F#

46

28 commits

updated Nov 4, 2014

See the code

README

Ariadne: F# library for Gaussian processes

Ariadne is an F# library for Gaussian process regression. More information is available in the documentation.

The library is developed by Evelina Gabasova.

Gaussian process regression

Future goals

  • Implement other methods for hyperparameter optimization, for example stochastic gradient descent and conjugate gradients.

  • Implement sparse methods for fitting Gaussian processes which allow applications to larger datasets.

  • Add other covariance functions.

Contributors

evelinag

27 commits

sergey-tihon

1 commits

evelinag/Ariadne

F# library for Gaussian process models

F#

46

28 commits

updated Nov 4, 2014

See the code

README

Ariadne: F# library for Gaussian processes

Ariadne is an F# library for Gaussian process regression. More information is available in the documentation.

The library is developed by Evelina Gabasova.

Gaussian process regression

Future goals

  • Implement other methods for hyperparameter optimization, for example stochastic gradient descent and conjugate gradients.

  • Implement sparse methods for fitting Gaussian processes which allow applications to larger datasets.

  • Add other covariance functions.

Contributors

evelinag

27 commits

sergey-tihon

1 commits

Languages

F#

94.5%

C#

4.7%