├── .gitignore ├── A Real-Life Massive Machine Learning Pipeline with scikit-learn ├── Massive Machine Learning Pipelines with scikit-learn.ipynb ├── README.md ├── data │ ├── data_description.txt │ ├── submissions │ │ └── 20190710 │ │ │ ├── sub01.csv │ │ │ ├── sub02.csv │ │ │ ├── sub03.csv │ │ │ └── sub04.csv │ ├── test.csv │ └── train.csv ├── images │ ├── dir.png │ ├── final_pipeline.png │ └── simple_columntransformer.png └── models │ └── minipipeline_ridge.joblib ├── Pandas to sklearn ├── Pandas to sklearn.ipynb ├── README.md ├── data │ └── housing │ │ ├── data_description.txt │ │ ├── submissions │ │ └── sub1.csv │ │ ├── test.csv │ │ └── train.csv └── images │ └── kfold.png └── README.md /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | .ipynb_checkpoints 3 | -------------------------------------------------------------------------------- /A Real-Life Massive Machine Learning Pipeline with scikit-learn/Massive Machine 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