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gradient-based-optimisation

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facebookexperimental / Robyn

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Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.

econometrics hyperparameter-optimization ridge-regression evolutionary-algorithm mmm marketing-science marketing-mix-modeling marketing-mix-modelling adstocking cost-response-curve budget-allocation gradient-based-optimisation
  • Updated May 9, 2024
  • Jupyter Notebook

JuliaNonconvex / Nonconvex.jl

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Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.

optimization automatic-differentiation evolutionary-algorithms global-optimization black-box-optimization semidefinite-programming bayesian-optimization nonlinear-optimization nonlinear-programming metaheuristics discrete-optimization derivative-free-optimization method-of-moving-asymptotes implicit-differentiation gradient-based-optimisation augmented-lagrangian-method interior-point-optimizer surrogate-assisted-optimization mixed-integer-nonlinear-programming
  • Updated Jan 23, 2024
  • Julia

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