18.S996 | Spring 2013 | Graduate

Category Theory for Scientists

Category Theory for Scientists

Description:

This textbook introduces category theory to readers with little mathematical background beyond linear algebra. Spivak builds the subject through examples rather than proofs, using ologs (ontology logs) as a visual tool for modeling scientific ideas. The text presents category theory as a language for clarifying assumptions and connecting diverse fields, and it argues that the ideas are useful throughout science.

 

Key Topics

  • Ologs and conceptual modeling
  • Monoids, groups, and graphs as categories
  • Functors and natural transformations
  • Database schemas and instances
  • Adjunctions and limits

Author: David I. Spivak

Resource Type:
Open Textbooks
pdf
6 MB
Category Theory for Scientists

Course Info

Spring 2013

Course Info

Spring 2013
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