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

Project Activity

See All Activity >

Categories

Data Visualization

License

MIT License

Follow ScientificTypes.jl

ScientificTypes.jl Web Site

Other Useful Business Software
Go From AI Idea to AI App Fast Icon
Go From AI Idea to AI App Fast

One platform to build, fine-tune, and deploy ML models. No MLOps team required.

Access Gemini 3 and 200+ models. Build chatbots, agents, or custom models with built-in monitoring and scaling.
Try Free
Rate This Project
Login To Rate This Project

User Reviews

Be the first to post a review of ScientificTypes.jl!

Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Julia

Related Categories

Julia Data Visualization Software

Registered

2023-12-08
Report inappropriate content