searchindex.js

Search.setIndex({"docnames": ["Ch_appendix", "Ch_classification1", "Ch_classification2", "Ch_density", "Ch_discovery", "Ch_ensemble", "Ch_ethics", "Ch_feature", "Ch_introduction", "Ch_methodology1", "Ch_methodology2", "Ch_methodology3", "Ch_neuralnets", "Ch_optimisation", "Ch_regression", "welcome"], "filenames": ["Ch_appendix.md", "Ch_classification1.md", "Ch_classification2.md", "Ch_density.md", "Ch_discovery.md", "Ch_ensemble.md", "Ch_ethics.md", "Ch_feature.md", "Ch_introduction.md", "Ch_methodology1.md", "Ch_methodology2.md", "Ch_methodology3.md", "Ch_neuralnets.md", "Ch_optimisation.md", "Ch_regression.md", "welcome.md"], "titles": ["<span class=\"section-number\">15. </span>Appendix", "<span class=\"section-number\">4. </span>Classification I: The geometric view", "<span class=\"section-number\">7. </span>Classification II: The probabilistic view", "<span class=\"section-number\">6. </span>Density estimation", "<span class=\"section-number\">5. </span>Structure analysis", "<span class=\"section-number\">10. </span>Ensemble methods", "<span class=\"section-number\">14. </span>The machine learning professional", "<span class=\"section-number\">9. </span>Feature Engineering", "<span class=\"section-number\">1. </span>Introduction", "<span class=\"section-number\">3. </span>Methodology I: Three basic tasks", "<span class=\"section-number\">8. </span>Methodology II: Pipelines", "<span class=\"section-number\">13. </span>Methodology III: Workflows", "<span class=\"section-number\">11. </span>Neural networks", "<span class=\"section-number\">12. </span>Optimisation methods", "<span class=\"section-number\">2. </span>Regression", "Welcome to our Principles of Machine Learning"], "terms": {"In": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15], "progress": [0, 1, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13], "_____": [0, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13], "_": [0, 2, 3, 4, 5, 6, 7, 9, 10, 11, 12, 13, 14], "__": [0, 2, 3, 4, 5, 6, 7, 10, 11, 12, 13], "___": [0, 2, 3, 4, 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