sshin23/ExaModels.jl

An algebraic modeling and automatic differentiation tool in Julia Language, specialized for SIMD abstraction of nonlinear programs.

Juliaoptimizationautomatic-differentiationjulia-languagemodeling-languagenonlinear-optimizationmodeling-toolmathematical-programming
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An algebraic modeling and automatic differentiation tool in Julia Language, specialized for SIMD abstraction of nonlinear programs. License Documentation Build Status Coverage Citation Overview ExaModels.jl employs what we call SIMD abstraction for nonlinear programs (NLPs), which allows for the preservation of the parallelizable structure within the model equations, facilitating efficient, parallel reverse-mode automatic differentiation on the GPU accelerators. ExaModels.jl is different from other...
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