├── .gitignore ├── LICENSE ├── README.md ├── images ├── confusion_matrix.png ├── elbow_point.png ├── explained_variance_ratio.png ├── pca_scatter.png ├── pca_scatter_3d.png ├── pr_curve.png ├── residuals.png ├── roc_curve.png └── scree_plot.png ├── ml_utils ├── __init__.py ├── classification.py ├── elbow_point.py ├── partial_fit_pipeline.py ├── pca.py └── regression.py ├── requirements.txt └── setup.py /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/README.md -------------------------------------------------------------------------------- /images/confusion_matrix.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/images/confusion_matrix.png -------------------------------------------------------------------------------- /images/elbow_point.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/images/elbow_point.png -------------------------------------------------------------------------------- /images/explained_variance_ratio.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/images/explained_variance_ratio.png -------------------------------------------------------------------------------- /images/pca_scatter.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/images/pca_scatter.png -------------------------------------------------------------------------------- /images/pca_scatter_3d.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/images/pca_scatter_3d.png -------------------------------------------------------------------------------- /images/pr_curve.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/images/pr_curve.png -------------------------------------------------------------------------------- /images/residuals.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/images/residuals.png -------------------------------------------------------------------------------- /images/roc_curve.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/images/roc_curve.png -------------------------------------------------------------------------------- /images/scree_plot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/images/scree_plot.png -------------------------------------------------------------------------------- /ml_utils/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/ml_utils/__init__.py -------------------------------------------------------------------------------- /ml_utils/classification.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/ml_utils/classification.py -------------------------------------------------------------------------------- /ml_utils/elbow_point.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/ml_utils/elbow_point.py -------------------------------------------------------------------------------- /ml_utils/partial_fit_pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/ml_utils/partial_fit_pipeline.py -------------------------------------------------------------------------------- /ml_utils/pca.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/ml_utils/pca.py -------------------------------------------------------------------------------- /ml_utils/regression.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/ml_utils/regression.py -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/requirements.txt -------------------------------------------------------------------------------- /setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/stefmolin/ml-utils/HEAD/setup.py --------------------------------------------------------------------------------