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vinecopulib

Build Status Coverage Status Codacy Badge License: MIT Documentation DOI

What is vinecopulib?

vinecopulib is a header-only C++ library for vine copula models based on Eigen. It provides high-performance implementations of the core features of the popular VineCopula R library, in particular inference algorithms for both vine copula and bivariate copula models. Advantages over VineCopula are

  • a stand-alone C++ library with interfaces to both R and Python,
  • a sleaker and more modern API,
  • shorter runtimes and lower memory consumption, especially in high dimensions,
  • nonparametric and multiparameter families.

The library also has interfaces for R and Python.

Contact

If you have any questions regarding the library, feel free to open an issue or send a mail to [email protected].

Documentation

For documentation of the library's functionality and instructions how to use it, check out our website or the docs/ folder in this repository.

vinecopulib's Projects

vinecopulib icon vinecopulib

A C++ library for vine copula models (w/ interfaces to R + Python)

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