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© 2014 Pivotal Software, Inc. All rights reserved.
April 2018
Array and Matrix OperationsMatrix Factorization• Low Rank• Singular Value Decomposition (SVD)Norms and Distance FunctionsSparse VectorsEncoding Categorical VariablesPath FunctionsPivotSessionizeStemming
All Pairs Shortest Path (APSP)Breadth-First SearchHyperlink-Induced Topic Search (HITS)Average Path LengthCloseness CentralityGraph DiameterIn-Out DegreePageRank and Personalized PageRankSingle Source Shortest Path (SSSP)Weakly Connected Components
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:Neural NetworksSupport Vector Machines (SVM)Conditional Random Field (CRF)Regression Models• Clustered Variance• Cox-Proportional Hazards Regression• Elastic Net Regularization• Generalized Linear Models• Linear Regression• Logistic Regression• Marginal Effects• Multinomial Regression• Naïve Bayes• Ordinal Regression• Robust VarianceTree Methods• Decision Tree• Random Forest
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