This package makes a distinction between machine type and scientific type of a Julia object. The machine type refers to the Julia type being used to represent the object (for instance, Float64). The scientific type is one of the types defined in ScientificTypesBase.jl reflecting how the object should be interpreted (for instance, Continuous or Multiclass).

Features

  • The machine type refers to the Julia type being used to represent the object (for instance, Float64)
  • The scientific type is one of the types defined in ScientificTypesBase.jl reflecting how the object should be interpreted (for instance, Continuous or Multiclass)
  • Collection of scitype definitions that articulate a default convention
  • Coerce function, for changing machine types to reflect a specified scientific interpretation (scientific type)
  • Autotype fuction for "guessing" the intended scientific type of data
  • An API for dispatching on the "scientific" type of data instead of the machine type

Project Samples

ScientificTypes.jl Screenshot 1

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Categories

Data Visualization

License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Julia

Related Categories

Julia Data Visualization Software

Registered

2023-12-08
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