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The Top 23 Algorithms Optimization Open Source Projects

Open source projects categorized as Algorithms Optimization
Categories > Computer Science > Algorithms
Categories > Software Performance > Optimization
Pikaia ⭐ 34
Modern Fortran Edition of the Pikaia Genetic Algorithm
most recent commit 3 months ago
Swarmopt ⭐ 32
Swarm intelligence optimizer
total releases 1most recent commit 2 years ago
Hungarian.jl ⭐ 32
The Hungarian(Kuhn-Munkres) algorithm for Julia
most recent commit a year ago
Levenberg Marquardt ⭐ 31
Provides abstractions to run Levenberg-Marquardt optimization
dependent packages 4total releases 17most recent commit 8 months agocargo levenberg-marquardt} Downloads
Goga ⭐ 31
Go evolutionary algorithm is a computer library for developing evolutionary and genetic algorithms to solve optimisation problems with (or not) many constraints and many objectives. Also, a goal is to handle mixed-type representations (reals and integers).
total releases 1most recent commit 3 years ago
Optimaltransport.jl ⭐ 30
Optimal transport algorithms for Julia
most recent commit 3 years ago
Library ⭐ 30
Data structures, algorithms, and C++ reference library
most recent commit 3 months ago
Tsp Ga ⭐ 29
Traveling Salesman Problem Using Parallel Genetic Algorithms
most recent commit a year ago
Variance_reduced_neural_networks ⭐ 29
Implementation of SVRG and SAGA optimization algorithms for deep learning topics.
most recent commit 5 years ago
Scipydirect ⭐ 28
Python wrapper to the DIRECT global optimization algorithm with scipy.optimize compatible call syntax
dependent packages 1total releases 5most recent commit 2 years agopypi scipydirect} Downloads
Pydcop ⭐ 28
Library for research on Distributed Constraints Optimization Problems
most recent commit 2 years ago
Gdlibrary ⭐ 27
Matlab library for gradient descent algorithms: Version 1.0.1
most recent commit 6 years ago
Abcoptim ⭐ 27
An implementation of the Artificial Bee Colony (ABC) Algorithm
total releases 4most recent commit a year ago
Py2opt ⭐ 27
How to solve the traveling salesman problem with the 2-opt algorithm, a fast heuristic search algorithm.
total releases 28most recent commit a year ago
Code Optimization Methods ⭐ 27
A summary of code optimization methods
most recent commit 5 years ago
Particle Swarm Optimization ⭐ 27
A population based stochastic algorithm for finding the minimum value in a function.
most recent commit a year ago
Niaaml ⭐ 26
Python automated machine learning framework.
dependent packages 2total releases 28most recent commit a year agopypi niaaml} Downloads
Aco ⭐ 26
A C++ Ant Colony Optimization (ACO) algorithm for the traveling salesman problem.
most recent commit 5 years ago
Metaheuristic_algorithms_python ⭐ 26
Various metaheuristic algorithms implemented in Python.
total releases 7most recent commit 8 years ago
Stochasticoptimization.jl ⭐ 26
Implementations of stochastic optimization algorithms and solvers
most recent commit 2 years ago
Pytorch Sm3 ⭐ 25
Implements the SM3-II adaptive optimization algorithm for PyTorch.
total releases 1most recent commit 2 years ago
Cmaes ⭐ 25
A Rust implementation of the CMA-ES optimization algorithm.
total releases 4most recent commit 2 years ago
Coramin ⭐ 24
A collection of tools (classes, functions, etc.) for developing MINLP algorithms
dependent packages 2total releases 5most recent commit 6 months agopypi coramin} Downloads
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