cuml
: contains four example notebooks showing the usage of different machine learning algorithms included in cuML:knn
,dbscan
,pca
andtsvd
. 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 herecugraph
: 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 ofSpectral Clustering
, andSingle Source Shortest Path
utils
: contains a set of useful scripts for interacting with RAPIDS
cmgreen210 / notebooks Goto Github PK
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RAPIDS Sample Notebooks
License: Apache License 2.0