https://github.com/swift-nav/albatross

A framework for statistical modelling in C++.
https://github.com/swift-nav/albatross

cpp gaussian-processes spatial-statistics statistics

Last synced: 2 months ago
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A framework for statistical modelling in C++.

• Host: GitHub
• URL: https://github.com/swift-nav/albatross
• Owner: swift-nav
• License: mit
• Created: 2018-03-27T18:12:48.000Z (about 8 years ago)
• Default Branch: master
• Last Pushed: 2025-12-22T13:53:08.000Z (3 months ago)
• Last Synced: 2025-12-24T00:49:19.091Z (3 months ago)
• Topics: cpp, gaussian-processes, spatial-statistics, statistics
• Language: C++
• Size: 21.2 MB
• Stars: 24
• Watchers: 6
• Forks: 6
• Open Issues: 35
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# albatross [![CI](https://github.com/swift-nav/albatross/actions/workflows/ci.yaml/badge.svg)](https://github.com/swift-nav/albatross/actions/workflows/ci.yaml)

A framework for statistical modelling in C++, with a focus on Gaussian processes.

## Features

 * [Gaussian process regression](http://www.gaussianprocess.org/gpml/chapters/RW2.pdf) which is accomplished using composable covariance functions and templated predictor types.

 * Evaluation utilities, with a focus on cross validation.

 * Written using generics in an attempt to make these core routines applicable to a number of fields.

 * Parameter handling which makes it easy to get and set parameters in a standardized way  as well as compose and (de)serialize models to string.

For more details [See the full documentation](https://swiftnav-albatross.readthedocs.io/en/latest/)