├── Chapter 0 - Hello World.ipynb ├── Chapter 1 - Machine Learning.ipynb ├── Chapter 2 - Introduction to Scikit-learn.ipynb ├── Chapter 2.5 - Data visualization .ipynb ├── Chapter 3 - Model Selection; Overfitting and Generalization.ipynb ├── Chapter 4 - Cross-validation.ipynb ├── Chapter 5 - Model Selection And Pipelines.ipynb ├── Chapter 6 - Working With Text Data..ipynb ├── Chapter 7 - Writing Fast Code.ipynb ├── README.md ├── test_with_solutions.csv └── train.csv /Chapter 0 - Hello World.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/scikit-learn-interactive-tutorial/HEAD/Chapter 0 - Hello World.ipynb -------------------------------------------------------------------------------- /Chapter 1 - Machine Learning.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/scikit-learn-interactive-tutorial/HEAD/Chapter 1 - Machine Learning.ipynb -------------------------------------------------------------------------------- /Chapter 2 - Introduction to Scikit-learn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/scikit-learn-interactive-tutorial/HEAD/Chapter 2 - Introduction to Scikit-learn.ipynb -------------------------------------------------------------------------------- /Chapter 2.5 - Data visualization .ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/scikit-learn-interactive-tutorial/HEAD/Chapter 2.5 - Data visualization .ipynb -------------------------------------------------------------------------------- /Chapter 3 - Model Selection; Overfitting and Generalization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/scikit-learn-interactive-tutorial/HEAD/Chapter 3 - Model Selection; Overfitting and Generalization.ipynb -------------------------------------------------------------------------------- /Chapter 4 - Cross-validation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/scikit-learn-interactive-tutorial/HEAD/Chapter 4 - Cross-validation.ipynb -------------------------------------------------------------------------------- /Chapter 5 - Model Selection And Pipelines.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/scikit-learn-interactive-tutorial/HEAD/Chapter 5 - Model Selection And Pipelines.ipynb -------------------------------------------------------------------------------- /Chapter 6 - Working With Text Data..ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/scikit-learn-interactive-tutorial/HEAD/Chapter 6 - Working With Text Data..ipynb -------------------------------------------------------------------------------- /Chapter 7 - Writing Fast Code.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/scikit-learn-interactive-tutorial/HEAD/Chapter 7 - Writing Fast Code.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/scikit-learn-interactive-tutorial/HEAD/README.md -------------------------------------------------------------------------------- /test_with_solutions.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/scikit-learn-interactive-tutorial/HEAD/test_with_solutions.csv -------------------------------------------------------------------------------- /train.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/scikit-learn-interactive-tutorial/HEAD/train.csv --------------------------------------------------------------------------------