├── .github ├── dependabot.yml ├── labeler.yml └── workflows │ ├── codeql.yml │ ├── deploy.yml │ └── labeler.yml ├── .gitignore ├── CITATION.cff ├── CONDUCT.md ├── Contributing.md ├── LICENSE ├── Makefile ├── README.md ├── book ├── _ads │ └── ads.txt ├── _config.yml ├── _static │ └── youtube.css ├── _toc.yml ├── backmatter │ ├── bibliography.md │ └── cite.md ├── frontmatter │ ├── conda-m1.md │ ├── conda.md │ ├── data.md │ └── installation.md ├── img │ ├── logo.png │ ├── logo_old.png │ ├── lter_penguins.png │ ├── mlrecipes.ico │ └── mlrecipes_old.ico ├── index.md ├── legal │ ├── privacy-policy.md │ └── terms-conditions.md ├── motivation │ ├── collaboration.md │ ├── increase-citations.md │ ├── review.md │ └── why.md ├── notebooks │ ├── 0-basic-data-prep-and-model.ipynb │ ├── 1-model-evaluation.ipynb │ ├── 2-benchmarking.ipynb │ ├── 3-model-sharing.ipynb │ ├── 4-testing.ipynb │ ├── 5-interpretability.ipynb │ └── 6-ablation-study.ipynb ├── references.bib ├── resources │ ├── ablation.md │ ├── benchmarking.md │ ├── evaluation.md │ ├── interpretability.md │ ├── sharing.md │ └── testing.md ├── tutorial │ ├── ablation.md │ ├── benchmarking.md │ ├── evaluation.md │ ├── interpretability.md │ ├── sharing.md │ └── testing.md └── workshops │ ├── euroscipy-2022.md │ └── pydata-global-2022.md ├── data └── penguins.csv ├── jupytext.toml ├── python_scripts ├── 0-basic-data-prep-and-model.py ├── 1-model-evaluation.py ├── 2-benchmarking.py ├── 3-model-sharing.py ├── 4-testing.py ├── 5-interpretability.py └── 6-ablation-study.py ├── rendered_notebooks ├── 0-basic-data-prep-and-model.html ├── 1-model-evaluation.html ├── 2-benchmarking.html ├── 3-model-sharing.html ├── 4-testing.html ├── 5-interpretability.html └── 6-ablation-study.html ├── requirements.txt └── requirements ├── book.txt ├── tutorial.txt └── tutorial.yml /.github/dependabot.yml: -------------------------------------------------------------------------------- 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