MetOffice/ml_weather_tutorial

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Tutorial using machine learning for weather science research

Stars: 4
Forks: 2
Open beginner issues: 0
Indexed issues: 20

Dominant language: Jupyter Notebook
License: BSD-3-Clause
Last GitHub push: Jul 18, 2025
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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20 open issues indexed

02 Notebook incorrect Fbeta-measure equation Open

Difficulty 1/5 Under an hour Newbie friendliness 55/100

MetOffice/ml_weather_tutorial#43 · Opened Oct 1, 2024
Documentation: Tutorial setup Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

MetOffice/ml_weather_tutorial#33 · Opened Oct 10, 2023
Notebook improvements: 02_ml_pipeline.ipynb Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

MetOffice/ml_weather_tutorial#32 · Opened Oct 9, 2023
Notebook improvements: 01_data_exploration.ipynb Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

MetOffice/ml_weather_tutorial#31 · Opened Oct 9, 2023
create a similarity matrix for the clustering notebook Open

MetOffice/ml_weather_tutorial#28 · 1 assignee · Opened Dec 16, 2022
additional tutorial material Open

MetOffice/ml_weather_tutorial#27 · 1 comment · 1 assignee · Opened Nov 25, 2022
add resources for exploring neural networks Open

MetOffice/ml_weather_tutorial#26 · 1 assignee · Opened Nov 23, 2022
Add extension execises Open

MetOffice/ml_weather_tutorial#25 · 1 assignee · Opened Nov 18, 2022
Fix the recurrent NN in notebook Open

MetOffice/ml_weather_tutorial#24 · 1 assignee · Opened Nov 8, 2022
Add key terms to notebook #4 Open

MetOffice/ml_weather_tutorial#23 · 1 assignee · Opened Nov 8, 2022
Improvements to hyperparameter tuning tutorial. Open

MetOffice/ml_weather_tutorial#22 · 1 assignee · Opened Nov 8, 2022
Collection of feedback Open

MetOffice/ml_weather_tutorial#19 · 1 assignee · Opened Jul 13, 2022
brief section on probabilistic machine learning? Open

MetOffice/ml_weather_tutorial#18 · 1 assignee · Opened Jun 22, 2022
create material on overview of metrics Open

MetOffice/ml_weather_tutorial#17 · 1 assignee · Opened Jun 22, 2022
create hyperparameter tuning material Open

MetOffice/ml_weather_tutorial#13 · 1 assignee · Opened Jun 22, 2022
create interpretability material Open

MetOffice/ml_weather_tutorial#12 · 1 assignee · Opened Jun 22, 2022
ideas for time series forecasting data and examples Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

MetOffice/ml_weather_tutorial#11 · 1 comment · Opened May 26, 2022
prepare radiation emulation dataset Open

MetOffice/ml_weather_tutorial#9 · 1 comment · 1 assignee · Opened May 25, 2022
section 4 - improving algorithm performance Open

MetOffice/ml_weather_tutorial#5 · 1 comment · 1 assignee · Opened May 25, 2022
section 3 - understanding and selecting algorithms Open

MetOffice/ml_weather_tutorial#4 · 1 comment · 1 assignee · Opened May 25, 2022

MetOffice/ml_weather_tutorial

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