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RAPIDS Notebooks and Utilities

  • cuml: contains four example notebooks showing the usage of different machine learning algorithms included in cuML: knn, dbscan, pca and tsvd. 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