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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. (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.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.