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Mayur Mudigonda
s2s-ai-challenge-template-mayur
Commits
5dad892f
Commit
5dad892f
authored
3 years ago
by
Aaron Spring
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@@ -63,13 +63,23 @@ using training data from https://github.com/ecmwf-lab/climetlab-s2s-ai-challenge
### 7. Let the Machine Learning model perform subseasonal 2020 predictions
and save them as
`netcdf`
files.
The submissions have to placed in the
`submissions`
folder with filename
`submission_your_choice.nc`
,
see
[
example
](
https://renkulab.io/gitlab/aaron.spring/s2s-ai-competition-bootstrap/-/blob/master/submissions/submission_rb_prediction_2020.nc
)
.
### 8. `git commit` training pipeline and netcdf submission
For later verification of the organizers, reproducibility and scoring of submissions,
the training notebook/pipeline and submission file ML_prediction.nc with
`git lfs`
.
the training notebook/pipeline and submission file ML_prediction.nc with
`git lfs`
.
After commiting,
`git tag submission-method_name-number`
```
bash
git lfs track
"*.nc"
# once, already done in template
git add submissions/submission_my_method.nc
git commit
-m
"commit submission for my_method"
git tag
"submission-my_method-0.0.1"
# if this is to be checked by scorer
git push
--tags
```
### 9. RPSS scoring by `scorer` bot
The
`scorer`
will fetch your
predict
ions, score them with RPSS against recalibrated ECMWF real-time forecasts.
The
`scorer`
will fetch your
tagged submiss
ions, score them with RPSS against recalibrated ECMWF real-time forecasts.
Your score will be added to the leaderboard at https://s2s-ai-challenge.github.io/#leaderboard
## More information
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