├── .gitignore ├── Advanced Scoring.ipynb ├── Combining Pipelines and GridSearchCV.ipynb ├── Cross-validation.ipynb ├── Custom Estimators.ipynb ├── Grid Searches for Hyper Parameters.ipynb ├── LICENSE ├── Out Of Core Learning for Text.ipynb ├── Out Of Core Learning.ipynb ├── Preprocessing and Pipelines.ipynb ├── README.md ├── Working With Text Data.ipynb ├── advanced-sklearn-boston-nlp-2016.odp ├── advanced-sklearn-boston-nlp-2016.pdf ├── environment.yml └── solutions ├── cross_validation_iris.py ├── digits_tsne.py ├── grid_search_k_neighbors.py ├── load_iris.py ├── out_of_core.py ├── pipeline_knn.py ├── text_pipeline.py └── train_iris.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/amueller/advanced-sklearn-boston-nlp-2016/HEAD/.gitignore -------------------------------------------------------------------------------- /Advanced Scoring.ipynb: 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