TodoBI - Business Intelligence, Big Data, ML y AI TodoBI - Business Intelligence, Big Data, ML y AI

Novedades en VerticaPy

New features:

Machine Learning

New methods:

  • Model.plot: draws a decomposition (PCA & SVD) scatter plot
  • Model.plot_circle: draws a decomposition circle

Preprocessing

New methods:

  • vDataFrame.balance: balances the vDataFrame using the input response column
  • vDataFrame.cdt: computes the complete disjunctive table

Statistical Tests

  • New function: cochrane_orcutt performs a Cochrane-Orcutt estimation, adjusting linear models for serial correlation

Data Ingestion

Try: https://www.vertica.com/python/