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I needed nonlinear datasets. Lots of them. This creates nonsense nonlinear datasets really quickly. Each is pulled from a common function family and each is randomly generated so that it's different than the others.

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Random Nonlinear Dataset Generator

This will quickly create a large amount of nonlinear datasets for students to use on assignments. Each dataset exists on a front-and-back PDF page. The front of the page is the scatterplot of the dataset. The back of the page is the enumerated dataset, a random explanatory value to use in making predictions, and a randomly generated ID. The random explanatory value comes from within the domain of the other explanatory values.

Repl.It File

Function families provided

  • Exponential
  • Logarithmic
  • Quadratic
  • Logistic

Parameters

  • Number of datasets
  • Number of datapoints per dataset
  • Upperbound for explanatory values

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I needed nonlinear datasets. Lots of them. This creates nonsense nonlinear datasets really quickly. Each is pulled from a common function family and each is randomly generated so that it's different than the others.

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