Gpax Versions Save

Gaussian Processes for Experimental Sciences

0.1.8

1 month ago

What's Changed

New Contributors

Full Changelog: https://github.com/ziatdinovmax/gpax/compare/0.1.7...0.1.8

0.1.7

3 months ago

What's Changed

Full Changelog: https://github.com/ziatdinovmax/gpax/compare/0.1.6...0.1.7

0.1.6

3 months ago

What's Changed

New Contributors

Full Changelog: https://github.com/ziatdinovmax/gpax/compare/0.1.5...0.1.6

0.1.5

3 months ago

What's Changed

Full Changelog: https://github.com/ziatdinovmax/gpax/compare/0.1.4...0.1.5

0.1.4

4 months ago

What's Changed

  • UIGP by @ziatdinovmax in https://github.com/ziatdinovmax/gpax/pull/66 Extends the standard Gaussian Process model to handle uncertain (stochastic) inputs.
  • MeasuredNoiseGP by @ziatdinovmax in https://github.com/ziatdinovmax/gpax/pull/69 Extends the standard GP model by allowing the inclusion of measured noise variances. Unlike standard GP models where noise is typically inferred, this model uses noise values obtained from repeated measurements at the same input points.

Full Changelog: https://github.com/ziatdinovmax/gpax/compare/0.1.2...0.1.4

0.1.2

4 months ago

What's Changed

Full Changelog: https://github.com/ziatdinovmax/gpax/compare/0.1.1...0.1.2

0.1.1

7 months ago

What's Changed

New Contributors

Full Changelog: https://github.com/ziatdinovmax/gpax/compare/0.1.0...0.1.1

0.1.0

8 months ago

What's Changed

Full Changelog: https://github.com/ziatdinovmax/gpax/compare/0.0.8...0.1.0

0.0.8

8 months ago

What's Changed

Full Changelog: https://github.com/ziatdinovmax/gpax/compare/0.0.7...0.0.8

0.0.7

10 months ago

Minor release:

  • Optional distance-based penalty term for the acquisition functions
  • Variational inference approximation of GP for fast image/spectral reconstruction
  • Minor bug fixes and updated tutorials