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Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs
optimization modeling linear-programming optimization-tools optimization-algorithms optimization-framework mip integer-programming
A lightweight framework for Gaussian processes and Bayesian optimization of black-box functions (C++11)
A lightweight, generic C++11 framework for evolutionary computation
evolutionary-algorithm evolutionary-computation optimization-library optimization-framework evolutionary-robotics
Open source cross-platform compiler for compute-intensive loops used in AI algorithms, from Microsoft Research
research cross-platform compiler python-library machine-learning-algorithms gpu-acceleration cross-compiler cuda-kernels tuning-parameters optimization-framework cpu-scheduling loop-unrolling loop-fusion loop-scheduling rocm-kernel
OptFrame - C++17/C++20/C++23 Optimization Framework in Single or Multi-Objective. Supports classic metaheuristics and hyperheuristics: Genetic Algorithm, Simulated Annealing, Tabu Search, Iterated Local Search, Variable Neighborhood Search, NSGA-II, Genetic Programming etc. Examples for Traveling Salesman, Vehicle Routing, Knapsack Problem, etMu
optimization genetic-algorithm ils genetic-programming vehicle-routing-problem multi-objective-optimization heuristics optimization-tools pareto-front nsga-ii tabu-search optimization-framework metaheuristics travelling-salesman-problem vns best-improvement first-improvement timetabling multi-improvement
Jumbune, an open source BigData APM & Data Quality Management Platform for Data Clouds. Enterprise feature offering is available at http://jumbune.com. More details of open source offering are at,
yarn hadoop apm developer-tools data-analysis hadoop-cluster devops-tools data-quality optimization-framework cluster-monitoring monitoring-tool hadoop-monitor yarn-hadoop-cluster aiops hadoop-monitoring
Efficiently solving instances of a parameterized family of (possibly mixed-integer) linear/quadratic optimization problems in Julia
optimization julia julia-language modeling-language optimization-tools numerical-optimization optimization-framework mathematical-programming
A derivative-free solver for general nonlinear optimization.
python black-box-optimization optimization-library optimisation optimization-framework numerical-optimization-methods blackbox-optimizer unconstrained-optimisation numerical-optimization-library optimisation-framework black-box-optimisation derivative-free-optimisation zeroth-order-method constrained-optimisation cobyqa
Optimization framework developed in Pytorch, allowing calibration, and joint optimization of optics and deep learning models.
ecr: Evolutionary Computation in R (version 2)
r optimization genetic-algorithm-framework evolutionary-algorithms multi-objective-optimization r-package evolutionary-algorithm evolutionary-strategy optimization-framework metaheuristics combinatorial-optimization
A curated list of awesome Operations Research (OR) resources.
awesome optimization modeling linear-programming awesome-list optimization-tools optimization-algorithms optimization-framework mip integer-programming
The 'dwsimopt' is a Python library that automates DWSIM simulations for process optimization.
python automation simulation optimization modeling chemical-engineering process-simulation optimization-algorithms optimization-framework optimization-process process-simulator process-design chemical-process dwsim
A generic and modular framework for building custom iterative algorithms in Julia
CENSO is a framework for global optimization of nonconvex, spline-constrained MINLP problems
Python bindings for OptFrame C++ Functional Core
genetic-algorithm local-search multi-objective-optimization hill-climbing pareto-front nsga-ii tabu-search optimization-framework metaheuristics pareto grasp best-improvement first-improvement iterated-local-search variable-neighborhood-search multi-improvement neighborhood-search variable-neighborhood-descent nsga-2 pareto-search
Python platform for parallel Surrogate-Based Optimization
evolutionary-algorithms parallel-algorithm bayesian-optimization optimization-framework surrogate-based-optimization surrogate-assisted-optimization
A framework to implement iterative algorithms
A Nonconvex Composite Optimization Library
An optimizable Brainfuck-to-Lisp compiler.
CEopt is a Matlab routine for non-convex optimization using the Cross-Entropy method and augmented Lagrangian formulation.
optimization optimization-methods optimization-tools matlab-toolbox optimization-algorithms optimization-library optimization-framework cross-entropy-method optimization-algorithm optimization-technique nonconvex-optimization
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