├── .gitignore ├── 01 - Jupyter Notebooks, Prerequisits.ipynb ├── 02 - Matplotlib Refersher.ipynb ├── 03 - Exploration with Pandas, Matplotlib and Seaborn.ipynb ├── 04 - Machine Learning with Scikit-learn.ipynb ├── 05 - More data - the adult dataset.ipynb ├── 06 - Closing comments.ipynb ├── LICENSE ├── README.md ├── bonus - Cross-validation and Grid Search.ipynb ├── bonus - Trees.ipynb ├── check_env.ipynb ├── data ├── adult.csv └── housing.csv ├── images ├── check_env-1.png ├── check_env-2.png ├── cross_validation.svg ├── data_representation.svg ├── download-repo.png ├── grid_search_cross_validation.svg ├── supervised_workflow.svg ├── tab-help.png └── train_test_split_matrix.svg ├── solutions └── solutions.py └── tree_plotting.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/.gitignore -------------------------------------------------------------------------------- /01 - Jupyter Notebooks, Prerequisits.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/01 - Jupyter Notebooks, Prerequisits.ipynb -------------------------------------------------------------------------------- /02 - Matplotlib Refersher.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/02 - Matplotlib Refersher.ipynb -------------------------------------------------------------------------------- /03 - Exploration with Pandas, Matplotlib and Seaborn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/03 - Exploration with Pandas, Matplotlib and Seaborn.ipynb -------------------------------------------------------------------------------- /04 - Machine Learning with Scikit-learn.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/04 - Machine Learning with Scikit-learn.ipynb -------------------------------------------------------------------------------- /05 - More data - the adult dataset.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/05 - More data - the adult dataset.ipynb -------------------------------------------------------------------------------- /06 - Closing comments.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/06 - Closing comments.ipynb -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/README.md -------------------------------------------------------------------------------- /bonus - Cross-validation and Grid Search.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/bonus - Cross-validation and Grid Search.ipynb -------------------------------------------------------------------------------- /bonus - Trees.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/bonus - Trees.ipynb -------------------------------------------------------------------------------- /check_env.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/check_env.ipynb -------------------------------------------------------------------------------- /data/adult.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/data/adult.csv -------------------------------------------------------------------------------- /data/housing.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/data/housing.csv -------------------------------------------------------------------------------- /images/check_env-1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/images/check_env-1.png -------------------------------------------------------------------------------- /images/check_env-2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/images/check_env-2.png -------------------------------------------------------------------------------- /images/cross_validation.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/images/cross_validation.svg -------------------------------------------------------------------------------- /images/data_representation.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/images/data_representation.svg -------------------------------------------------------------------------------- /images/download-repo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/images/download-repo.png -------------------------------------------------------------------------------- /images/grid_search_cross_validation.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/images/grid_search_cross_validation.svg -------------------------------------------------------------------------------- /images/supervised_workflow.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/images/supervised_workflow.svg -------------------------------------------------------------------------------- /images/tab-help.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/images/tab-help.png -------------------------------------------------------------------------------- /images/train_test_split_matrix.svg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/images/train_test_split_matrix.svg -------------------------------------------------------------------------------- /solutions/solutions.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/solutions/solutions.py -------------------------------------------------------------------------------- /tree_plotting.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/jupytercon2017/HEAD/tree_plotting.py --------------------------------------------------------------------------------