pydata-nyc-advanced-sklearn-master
Chapter 0 - Reminder.ipynb
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images
iris_overfitting_decision.png
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plot_validation_curve_001.png
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plot_learning_curve_001.png
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plot_snakes_1.png
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multi-label1.png
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bias_variance_equation.png
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expon.png
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plot_letters_1.png
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bias_variance_target.png
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plot_letters_2.png
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Bgc45seCUAAbze1.png:large.png
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argmax.png
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multi-label2.png
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kernel_trick1.png
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kernel_trick2.png
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plot_snakes_input.png
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notebook.png
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iris_overfitting_curve.png
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overfitting_svm_iris_curve.png
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roc_auc_score.png
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Chapter 5 - Model Selection; Overfitting and Generalization.ipynb
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Chapter 6 - Out Of Core Learning.ipynb
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Chapter 1 - Combining Pipelines and GridSearchCV.ipynb
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presentation.odp
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LICENSE
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presentation.pdf
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README.md
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Chapter 2 - Feature Union.ipynb
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Chapter 4 - Advanced Scoring.ipynb
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data
batch_06.pickle
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train_4.csv
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batch_03.pickle
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batch_00.pickle
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batch_08.pickle
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train_6.csv
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batch_04.pickle
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train_3.csv
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batch_01.pickle
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train_0.csv
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batch_02.pickle
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batch_09.pickle
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train_5.csv
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test_with_solutions.csv
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train_7.csv
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train_1.csv
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train_9.csv
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train_2.csv
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train_8.csv
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batch_05.pickle
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batch_07.pickle
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.gitignore
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Chapter 3 - Randomized Hyper Parameter Search.ipynb
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