RAPIDS Notebooks and Utilities

• cuml: contains several example notebooks showing the usage of different machine learning algorithms included in cuML: knn, dbscan, pca, tsvd, linear_regression, ridge_regression, sgd, and umap. It also includes a small subset of the Mortgage Dataset used in the notebooks.

• mortgage: contains the notebook which runs ETL + ML on the Mortgage Dataset derived from Fannie Mae’s Single-Family Loan Performance Data ... download the mortgage dataset for use with the notebook here

• utils: contains a set of useful scripts for interacting with RAPIDS