https://github.com/collapseindex/eval-guide
Learn ML evaluation metrics from scratch! Beginner-friendly Jupyter notebooks with code, visuals, and analogies - all pre-run with outputs. Master accuracy, F1, RMSE, ROC/AUC, cross-validation. Just read or run yourself. Includes challenge exercises. Perfect for ML beginners!
https://github.com/collapseindex/eval-guide
beginner-friendly beginners-guide classification confusion-matrix data-science education f1-score interactive-learning jupyter-notebooks-explaining machine-learning precision-recall python regression roc-auc scikit-learn text-classification tutorial
Last synced: 15 days ago
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Learn ML evaluation metrics from scratch! Beginner-friendly Jupyter notebooks with code, visuals, and analogies - all pre-run with outputs. Master accuracy, F1, RMSE, ROC/AUC, cross-validation. Just read or run yourself. Includes challenge exercises. Perfect for ML beginners!
- Host: GitHub
- URL: https://github.com/collapseindex/eval-guide
- Owner: collapseindex
- License: other
- Created: 2026-01-03T01:35:46.000Z (26 days ago)
- Default Branch: main
- Last Pushed: 2026-01-03T01:54:31.000Z (26 days ago)
- Last Synced: 2026-01-10T19:09:39.625Z (19 days ago)
- Topics: beginner-friendly, beginners-guide, classification, confusion-matrix, data-science, education, f1-score, interactive-learning, jupyter-notebooks-explaining, machine-learning, precision-recall, python, regression, roc-auc, scikit-learn, text-classification, tutorial
- Language: Jupyter Notebook
- Homepage:
- Size: 525 KB
- Stars: 2
- Watchers: 0
- Forks: 0
- Open Issues: 0