Note: The Togaware suite of data scientist’s templates are being migrated to a contemporary R and Python style as presented in the Essentials book. The original suite of templates is available from the OnePageR web site.

End-to-End Samples

Here we include sample templates for quickly getting started with machine learning modelling:

  • ports (data visualisaiton): Rnw, R, PDF
  • audit (binary classification): Rnw, R, PDF
  • weatherAUS (binary classification): Rnw, R, PDF

Data Preparation

The Data Preparation Template provides a starting point for any data science task focused on ingesting, wrangling, cleaning, and transforming data in preparation for analytic modelling. The templates are provided as LaTeX documents using KnitR to incorporate dynamic R code output. The LaTeX .Rnw file is processed to produce the .R script and .PDF files.

The Data Preparation task can be further separated into distinct steps:

Predictive Model

The Predictive Model Template will be coming soon.