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Machine learning for river science

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hrvg/RiverML

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RiverML

Purpose

This repository documents machine learning pipelines developped for fluvial geomorphology in the context of California's environmental flows project.

How to install

# Install development version from GitHub
devtools::install_github("hrvg/RiverML")

It is also likely you'll need to install the latest terra or raster version which has dependencies on GDAL (>= 3.0.0), GEOS (>= 3.3.0) and Proj.4 (>= 6.0.0).

On Linux, you can do:

sudo add-apt-repository -y ppa:ubuntugis/ubuntugis-unstable
sudo apt-get -q update
sudo apt-get -y install libgdal-dev libgeos-dev libproj-dev 

The terra github page has some insights for other operating systems.

How to use

Check out the package's vignette to get started.

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Machine learning for river science

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License

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LICENSE.md

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