Notebooks (and slides) for my PyData NYC 2014 tutorial on the more advanced features of scikit-learn.
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Chapter 0 - Reminder.ipynb
Chapter 1 - Combining Pipelines and GridSearchCV.ipynb
Chapter 2 - Feature Union.ipynb
Chapter 3 - Randomized Hyper Parameter Search.ipynb
Chapter 4 - Advanced Scoring.ipynb
Chapter 5 - Model Selection; Overfitting and Generalization.ipynb
Chapter 6 - Out Of Core Learning.ipynb
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README.md
presentation.odp
presentation.pdf

README.md

pydata-nyc-advanced-sklearn

Notebooks (and slides) for my PyData NYC 2014 tutorial on the more advanced features of scikit-learn.

You can view them in nbviewer here