weiming-hu / eitrans

Empirical Inverse Transform Function for Ensemble Calibration

EITrans: Empirical Inverse Transform Function

• Overview
• Installation

Overview

This package proposes an algorithm that use weather analogs for ensemble forecast calibration.

The package is currently under-developing and relevant research is continuing.

Please visit Analog Ensembles to learn more about weather analogs.

Please visit my website to learn more about my research.

Installation

To install EITrans, first install the following dependent packages:

# The repos argument is just to skip the repo selection.
# You can simply omit the argument if you want.
#
install.packages(c('abind', 'foreach', 'progress'), repos = 'http://cran.us.r-project.org')

# More installation on the following package, please refer to
# https://weiming-hu.github.io/AnalogsEnsemble/
#
install.packages("https://github.com/Weiming-Hu/AnalogsEnsemble/raw/master/RAnalogs/releases/RAnEn_latest.tar.gz", repos = NULL)

devtools::install_github('Weiming-Hu/RAnEnExtra')

Then, you can install EITrans by running

devtools::install_github('Weiming-Hu/EITrans')

eitrans's Issues

Running EITrans across multi nodes

When I'm trying to run EITrans on multi nodes, I received errors complaining about not enough slots are found while I have requested enough nodes and cores.

Installation on HPC

A collection of scripts to install EITrans on HPC