/notebooks

RAPIDS Sample Notebooks

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

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
  • cugraph: contains eight example notebooks showing the usage of different graph analytics algortihms included in cuGraph: BFS, Jaccard Similarity, Weighted Jaccard, Louvain, Page Rank, two examples of Spectral Clustering, and Single Source Shortest Path
  • utils: contains a set of useful scripts for interacting with RAPIDS