Global Optimization Collection

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🔮Psychic

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“A research toolkit for particle swarm optimization in Python ”

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“Mathematical Optimization in Julia. Local, global, gradient-based and derivative-free. Linear, Quadratic, Convex, Mixed-Integer, and Nonlinear Optimization in one simple, fast, and differentiable interface.”

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“A Genetic Algorithm Framework in Python (not for production level)”

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“Experimental Global Optimization Algorithm”

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“An implementation of the SE-Sync algorithm for synchronization over the special Euclidean group.”

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“A Julia/JuMP-based Global Optimization Solver for Non-convex Programs”

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“Surrogate Optimization Toolbox for Python”

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“Hyperparameter optimization in Julia.”

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“A collection of Benchmark functions for numerical optimization problems”

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⚙️Steel

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“Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods ”

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🔥Fire

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“Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP”

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“A development environment for robust and global optimization”

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“A solver for mixed-integer nonlinear optimization problems”

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“A curated survey and paper list for global solvers in 3D vision: certifiable optimization, convex relaxation, Branch-and-Bound, and robust estimation.”

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

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“Julia interface to SCIP solver”

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“[ICCV'19] Calibration Wizard: A Guidance System for Camera Calibration Based on Modelling Geometric and Corner Uncertainty”

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“Rigorous global optimisation”