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Numerical Computing

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1 domain-specific abstractions whose origin domain is Numerical Computing.

  • Automatic Differentiation — A family of program-evaluation and transformation techniques that decomposes an executed numerical computation into differentiable primitives and composes their local derivative rules to obtain derivatives accurate to working precision, chiefly through forward Jacobian–vector or reverse vector–Jacobian accumulation.