@@ -238,13 +238,12 @@ Differentiation is the process of computing derivatives. See the
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[ "Math Introduction"] ( #math-introduction ) section below for more details.
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Derivatives are a fundamental tool in calculus and have applications in many
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- domains, notably deep learning. Numerical computing in Swift Swift is an
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- expressive, high-performance language that is a great fit for numerical
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- applications. Recent proposals have paved the way for low-level numerical
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- computing in Swift: [ AdditiveArithmetic] [ SE-0233 ] , SIMD [[ 1] [ SE-0229 ]]
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- [[ 2] [ SE-0251 ]] , [ generic math functions] [ SE-0246 ] . However, high-level numerical
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- computing applications, including machine learning and artificial intelligence,
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- require more work.
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+ domains, notably deep learning. Numerical computing in Swift is an expressive,
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+ high-performance language that is a great fit for numerical applications. Recent
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+ proposals have paved the way for low-level numerical computing in Swift:
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+ [ AdditiveArithmetic] [ SE-0233 ] , SIMD [[ 1] [ SE-0229 ]] [[ 2] [ SE-0251 ]] , [ generic math
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+ functions] [ SE-0246 ] . However, high-level numerical computing applications,
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+ including machine learning and artificial intelligence, require more work.
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We believe that first-class differentiable programming is a big step towards
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high-level numerical computing support and will make Swift a real contender in
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