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SweetPea
  • SWEETPEA.AI
  • GUIDE & DOCUMENTATION
  • TUTORIALS
  • GITHUB REPOSITORY
  • REFERENCES
SweetPea
  • SWEETPEA.AI
  • GUIDE & DOCUMENTATION
  • TUTORIALS
  • GITHUB REPOSITORY
  • REFERENCES
  • More
    • SWEETPEA.AI
    • GUIDE & DOCUMENTATION
    • TUTORIALS
    • GITHUB REPOSITORY
    • REFERENCES

pip install sweetpea

A domain-specific programming language for specifying factorial experimental designs and synthesizing trial sequences from those design specifications.

Experimental design is a key ingredient of reproducible empirical research. Yet, given the increasing complexity of experimental designs, researchers often struggle to implement ones that allow them to measure their variables of interest without confounds. SweetPea is an open-source declarative language in Python, in which researchers can describe their desired experiment as a set of factors and constraints. The language leverages advances in areas of computer science to sample experiment sequences in an unbiased way.

This work is supported by the National Science Foundation (Grant No. 2318549). 

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