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Differentiable programming

💡 Words with a Similar Meaning to "Differentiable programming"

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WordDefinition
automatic differentiationnoun(mathematics, computing) Exact differentiation of functions represented in program code by inspecting the code (as opposed to mere evaluation) and repeated application of the chain rule.
numerical differentiationIn numerical analysis, numerical differentiation algorithms estimate the derivative of a mathematical function or function subroutine using values of the function and perhaps other knowledge about the function.
data-driven programmingnoun(programming) A programming paradigm where data, rather than explicit control flow logic, guides a program's behavior.
differential operatornoun(mathematics, mathematical analysis) An operator defined as a function of the differentiation operator (the operator which maps functions to their derivatives).
probabilistic programminga programming paradigm in which probabilistic models are specified and inference for these models is performed automatically.
differential dynamic programmingan optimal control algorithm of the trajectory optimization class.
euler methodnoun(differential equations) A method for numerically approximating the solution to an ordinary differential equation with a given initial value.
dynamic simulation(or dynamic system simulation) the use of a computer program to model the time-varying behavior of a dynamical system.
data-flow analysisa technique for gathering information about the possible set of values calculated at various points in a computer program.
numerical analysisnoun(mathematics) The study of algorithms to solve mathematical problems concerning continuous sets of values (such as the real numbers, complex numbers or vector spaces).
matrix differential equationA differential equation is a mathematical equation for an unknown function of one or several variables that relates the values of the function itself and its derivatives of various orders.
constraint programminga paradigm for solving combinatorial problems that draws on a wide range of techniques from artificial intelligence, computer science, and operations research.
differential equationnoun(calculus) An equation involving the derivatives of a function.
finite difference methodIn numerical analysis, finite-difference methods are a class of numerical techniques for solving differential equations by approximating derivatives with finite differences.
computability theorynoun(computer science) The branch of the theory of computation that studies which problems are computationally solvable using different models.
numerical integrationnoun(mathematics, computing) The study of numerical analysis algorithms to obtain approximate values of definite integrals.
dynamic programming languageA dynamic programming language is a type of programming language that allows various operations to be determined and executed at runtime.
differential structurenoun(topology) A structure defined for a (topological) manifold so that it supports differentiation of functions defined on it.
partial derivativenoun(mathematics) A derivative with respect to one variable of a function of several variables with the other variables held constant.
nondeterministic programmingA nondeterministic programming language is a language which can specify, at certain points in the program (called "choice points"), various alternatives for program flow.

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