Create kelmarsh-kaggle.py #40

aclerc · 2024-11-15T17:27:29Z

This PR adds code used for the winning submission of this kaggle competition https://www.kaggle.com/competitions/predict-the-wind-speed-at-a-wind-turbine. kelmarsh_kaggle.py generates the submission file.

This PR also includes a minor fix to wedowind_example.py and a few minor changes to smarteole_example.ipynb and scada_funcs.py to fix new linting issues.

try hyperparameter tuning and increasing folds from 5 to 10

.gitignore

examples/kaggle_pipeline.py

gabrielecalvo

Looks good. 👍
There is always potential for clean up but it's already in a reasonable state. I'll see if I find time for minor changes before the 15th.

aclerc added 16 commits November 15, 2024 17:27

Create kelmarsh-kaggle.py

e57ff25

Update .gitignore

b6341a0

unpack scada

41c5e5c

Create ERA5T_52.50N_-1.00E_100m_1hr.parquet

1db159b

use ERA5 for northing

c951268

unpack train data as well

c04268c

write eng features to parquet

3a920bd

kaggle pipeline WIP

cc5150b

format kelmarsh_kaggle.py

32c0a19

use mae and handle nans

f45b261

use logging in kaggle_pipeline

67e7cbb

log feature importance details

44c0b82

Update kelmarsh_kaggle.py

1fd16c6

try hyperparameter tuning

802597a

try hyperparameter tuning and increasing folds from 5 to 10

add some windup features

d726830

add TODO list

d33d40d

gabrielecalvo reviewed Dec 16, 2024

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aclerc added 6 commits January 5, 2025 16:08

Update .gitignore

031abe8

Delete kaggle_pipeline.py

9f4f20c

fix smarteole_example.ipynb lint issue

20d6287

update kelmarsh_kaggle.py and dependencies

36d4611

try to fix mypy issue

cf7e49d

update comments and gitignore

9501ff2

aclerc marked this pull request as ready for review January 5, 2025 18:39

aclerc requested a review from samuelwnaylor January 5, 2025 18:39

aclerc added 2 commits January 5, 2025 18:43

Update .gitignore

11d3608

Update kelmarsh_kaggle.py

81f04bd

gabrielecalvo approved these changes Jan 6, 2025

View reviewed changes

gabrielecalvo merged commit 2ef7814 into main Jan 6, 2025
2 checks passed

gabrielecalvo deleted the kelmarsh-kaggle branch January 6, 2025 10:35

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Create kelmarsh-kaggle.py #40

Create kelmarsh-kaggle.py #40

aclerc commented Nov 15, 2024 •

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Create kelmarsh-kaggle.py #40

Create kelmarsh-kaggle.py #40

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aclerc commented Nov 15, 2024 •

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