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Tags / Science and math /

Optimization solver

A solver or modeling library for mathematical optimization such as linear, integer, or nonlinear programming.

Repositories

15

Net stars gained, last 7 days

+76

Top-level Tag

Science and math

Net stars gained each day, last 90 days

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  1. google/or-tools14K

    readme: portable software suite for solving combinatorial optimization problems.

  2. bayesian-optimization/BayesianOptimization8.7K

    readme: This is a constrained global optimization package built upon bayesian inference and gaussian processes, that attempts to find the maximum value of an unknown function in as few iterations as possible.

  3. guofei9987/scikit-opt6.7K

    readme: Just import the `GA_TSP`, it overloads the `crossover`, `mutation` to solve the TSP

  4. DEAP/deap6.5K

    readme: * Multi-objective optimisation (NSGA-II, NSGA-III, SPEA2, MO-CMA-ES)

  5. cvxpy/cvxpy6.4K

    readme: CVXPY is a Python-embedded modeling language for convex optimization problems.

  6. apache/incubator-kie6.3K

    readme: The constraint solver in OptaPlanner optimizes planning and scheduling problems, such as vehicle routing, employee rostering, task assignment, and school timetabling.

  7. meta-pytorch/botorch3.6K

    readme: BoTorch is a library for Bayesian Optimization built on PyTorch.

  8. RainerKuemmerle/g2o3.5K

    readme: g2o is an open-source C++ framework for such nonlinear least squares problems.

  9. the-dual-space/pymoo3K

    description: NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

  10. PythonOT/POT2.9K

    readme: This open source Python library provides several solvers for optimization problems related to Optimal Transport for signal, image processing and machine learning.

All 15 in the Repository Index

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