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Aaron Spring
s2s-ai-challenge-template
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4ffdab5b
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authored
3 years ago
by
Aaron Spring
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@@ -63,10 +63,15 @@ If the docker image fails initially, please re-build docker or touch the `enviro
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@@ -63,10 +63,15 @@ If the docker image fails initially, please re-build docker or touch the `enviro
To work with the project anywhere outside the Renku platform,
To work with the project anywhere outside the Renku platform,
click the
`Settings`
tab where you will find the
click the
`Settings`
tab where you will find the
git repo URLs - use
`git`
to clone the project on whichever machine you want.
renku project URLs - use
`renku clone`
to clone the project on whichever machine you want.
Install
[
renku first with `pipx`
](
https://renku-python.readthedocs.io/en/latest/installation.html
)
,
and then
`renku clone https://renkulab.io/gitlab/$YOURNAME/s2s-ai-challenge-$GROUPNAME.git`
### 7. Train your Machine Learning model
### 7. Train your Machine Learning model
using training data via
[
climetlab
](
https://github.com/ecmwf-lab/climetlab-s2s-ai-challenge
)
or renku datasets
getting training data via
-
[
climetlab
](
https://github.com/ecmwf-lab/climetlab-s2s-ai-challenge
)
-
[
renku datasets
](
https://renku.readthedocs.io/en/stable/user/data.html
)
-
IRIDL:
[
temperature
](
http://iridl.ldeo.columbia.edu/SOURCES/.NOAA/.NCEP/.CPC/.temperature/.daily/
)
and accumulated
[
precipitation
](
http://iridl.ldeo.columbia.edu/SOURCES/.NOAA/.NCEP/.CPC/.UNIFIED_PRCP/.GAUGE_BASED/.GLOBAL/.v1p0/.extREALTIME/.rain
)
### 8. Let the Machine Learning model perform subseasonal 2020 predictions
### 8. Let the Machine Learning model perform subseasonal 2020 predictions
and save them as
`netcdf`
files.
and save them as
`netcdf`
files.
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