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EQRN 0.1.2

  • Modified the backend auto-install behaviour to only happen in interactive environments, after prompting the user for confirmation. This reflects changes of the torch dependency and CRAN installation. The on-load installation checks in interactive environments are now only handled by torch, not by EQRN. (Fixes issue #1)

EQRN 0.1.1

  • The EQRN R package has been accepted for publication on the Comprehensive R Archive Network (CRAN)! It is now officially released on https://cran.r-project.org/package=EQRN, with DOI doi:10.32614/CRAN.package.EQRN. One can now install EQRN by simply calling install.packages("EQRN") in R.
  • Deprecated internal functions and package dependencies were removed.
  • Documentation was improved to match CRAN standards.

EQRN 0.1.0

  • Final version from the research paper "Neural Networks for Extreme Quantile Regression with an Application to Forecasting of Flood Risk" by Olivier C. Pasche and Sebastian Engelke (doi:10.1214/24-AOAS1907).

EQRN 0.0.1

  • Initial version from the research paper.