Check notebooks work - Githubissues

spaceml-org / ml4floods

An ecosystem of data, models and code pipelines to tackle flooding with ML

https://spaceml-org.github.io/ml4floods/

GNU Lesser General Public License v3.0

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Check notebooks work #76

Closed gonzmg88 closed 1 year ago

gonzmg88 commented 3 years ago

Things to check:

Check that the notebooks run.
Check if they run in collab.
Check that they point to data on gs://ml4cc_data_lake/2_PROD/. (Copy data there if needed and ask Gonzalo to change permissions to make these new data publicly accessible).

[ ] jupyterbook/content/ml4ops/HOWTO_Calculate_uncertainty_maps.ipynb
[x] jupyterbook/content/ml4ops/HOWTO_performance_metrics_workflow.ipynb
[x] jupyterbook/content/ml4ops/HOWTO_Run_Inference_on_new_data.ipynb
[x] jupyterbook/content/ml4ops/HOWTO_Train_models.ipynb
[x] jupyterbook/content/ml4ops/HOWTO_Run_Inference_multioutput_binary.ipynb
[ ] jupyterbook/content/prep/demo_pytorch_transforms.ipynb
[x] jupyterbook/content/prep/full_data_ingest.ipynb
[ ] jupyterbook/content/prep/geographic_index_demo.ipynb
[ ] jupyterbook/content/prep/gt_masks_generation.ipynb

gonzmg88 commented 3 years ago

Some have been fixed in #77 (waiting to merge with main)