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Kotlingrad

Shape-Safe Symbolic Differentiation with Algebraic Data Types

Kotlin∇ is a type-safe automatic differentiation framework written in Kotlin. It allows users to express differentiable programs with higher-dimensional data structures and operators. We attempt to restrict syntactically valid constructions to those which are algebraically valid and can be checked at compile-time. By enforcing these constraints in the type system, it eliminates certain classes of runtime errors that may occur during the execution of a differentiable program.

Downloads: 0 This Week

Last Update: 2024-02-23
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