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GitHub / ecmwf-projects / mooc-machine-learning-weather-climate

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ecmwf-projects%2Fmooc-machine-learning-weather-climate

Stars: 172
Forks: 163
Open Issues: 5

License: apache-2.0
Language: Jupyter Notebook
Repo Size: 35 MB
Dependencies: 56

Created: over 1 year ago
Updated: 17 days ago
Last pushed: about 1 year ago
Last synced: 17 days ago

Commit Stats

Commits: 138
Authors: 16
Mean commits per author: 8.63
Development Distribution Score: 0.659
More commit stats: https://commits.ecosyste.ms/hosts/GitHub/repositories/ecmwf-projects/mooc-machine-learning-weather-climate

Files

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Readme

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Dependencies

.github/workflows/test-notebooks.yml actions

actions/checkout v2 composite
actions/setup-python v2 composite

tests/requirements_tests.txt pypi

ipykernel * test
nbconvert * test
nbformat * test
pytest * test

tier_1/environment.yml pypi

tier_2/data_handling/climetlab-my-plugin-solution/requirements.txt pypi

climetlab *

tier_2/data_handling/climetlab-my-plugin-solution/requirements_dev.txt pypi

black * development
flake8 * development
isort * development

tier_2/data_handling/climetlab-my-plugin-solution/setup.py pypi

climetlab >=0.10.0

tier_2/data_handling/climetlab-my-plugin-solution/tests/requirements_tests.txt pypi

ipykernel * test
nbconvert * test
nbformat * test
pytest * test

tier_2/deep_learning/requirements-pytorch.txt pypi

climetlab-mltc-surface-observation-postprocessing >=0.3.0
matplotlib *
numpy *
pytorch-lightning *
scikit-learn *
torch *

tier_2/deep_learning/requirements-tensorflow.txt pypi

climetlab-mltc-surface-observation-postprocessing >=0.3.0
matplotlib *
numpy *
scikit-learn *
tensorflow *

tier_3/data_assimilation/environment.yaml pypi

tier_3/observations/environment.yml pypi

absl-py ==1.4.0
cachetools ==5.3.0
dill ==0.3.6
google-auth ==2.16.0
google-auth-oauthlib ==0.4.6
grpcio ==1.51.1
markdown ==3.4.1
markupsafe ==2.1.2
oauthlib ==3.2.2
openturns ==1.20.post3
protobuf ==3.20.1
pyasn1 ==0.4.8
pyasn1-modules ==0.2.8
requests-oauthlib ==1.3.1
rsa ==4.9
tensorboard ==2.11.2
tensorboard-data-server ==0.6.1
tensorboard-plugin-wit ==1.8.1
tensorboardx ==2.5.1
werkzeug ==2.2.2

tier_3/ocean_climate/e3ci/requirements.txt pypi

tier_3/ocean_climate/unsupervised_ml_ocean/environment.yml pypi