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Catlab.jl is a framework for applied and computational category theory, written in the Julia language. Catlab provides a programming library and interactive interface for applications of category theory to scientific and engineering fields. It emphasizes monoidal categories due to their wide applicability but can support any categorical structure that is formalizable as a generalized algebraic theory. First and foremost, Catlab provides data structures, algorithms, and serialization for applied category theory. ...

Building blocks for invertible neural networks in the Julia programming language.

The basic design principle is: that everything is nonlinear. All physics models are nonlinear from which the linearization are made as special cases.