18 results found Sort:

ljvmiranda921
pyswarms ljvmiranda921
333
1.3k
mit
39
A research toolkit for particle swarm optimization in Python
pso algorithm optimization metaheuristics machine-learning optimization-tools swarm-intelligence global-optimization discrete-optimization optimization-algorithms particle-swarm-optimization
Created 2017-07-12
415 commits to master branch, last one about a year ago
SciML
Optimization.jl SciML
79
720
mit
15
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 inte...
julia sciml optimization hacktoberfest local-optimization convex-optimization global-optimization nonlinear-optimization automatic-differentiation mixed-integer-programming algorithmic-differentiation scientific-machine-learning derivative-free-optimization
Created 2020-05-06
2,065 commits to master branch, last one 17 hours ago
david-m-rosen
SE-Sync david-m-rosen
83
388
lgpl-3.0
26
An implementation of the SE-Sync algorithm for synchronization over the special Euclidean group.
slam se-sync graph-slam pose-graph-slam global-optimization pose-synchronization certifiable-estimation certifiable-perception certifiable-robustness pose-graph-optimization riemannian-optimization semidefinite-programming
Created 2016-10-15
262 commits to master branch, last one 2 years ago
lanl-ansi
Alpine.jl lanl-ansi
39
244
other
22
A Julia/JuMP-based Global Optimization Solver for Non-convex Programs
minlp minlp-solver optimization julia-language global-optimization nonlinear-optimization non-convex-optimization optimization-algorithms mixed-integer-programming mixed-integer-nonlinear-programming
Created 2016-10-20
893 commits to master branch, last one about a month ago
dme65
pySOT dme65
53
205
other
22
Surrogate Optimization Toolbox for Python
asynchronous optimization surrogate-models gaussian-processes global-optimization bayesian-optimization radial-basis-function black-box-optimization surrogate-based-optimization global-optimization-algorithms
Created 2015-06-03
321 commits to master branch, last one 2 years ago
baggepinnen
Hyperopt.jl baggepinnen
20
200
other
7
Hyperparameter optimization in Julia.
bohb hyperband optimization random-sampling parameter-tuning global-optimization bayesian-optimization hyperparameter-optimization
Created 2018-08-04
189 commits to master branch, last one 11 months ago
Evolutionary-Intelligence
pypop Evolutionary-Intelligence
27
193
gpl-3.0
5
PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (evolutionary algorithms/swarm-based optimizers/pattern search/...). [...
direct-search random-search metaheuristics genetic-algorithms global-optimization evolution-strategies black-box-optimization differential-evolution nonlinear-optimization numerical-optimization continuous-optimization evolutionary-algorithms optimization-algorithms large-scale-optimization zeroth-order-optimization gradient-free-optimization particle-swarm-optimization derivative-free-optimization population-based-optimization estimation-of-distribution-algorithms
Created 2021-01-26
7,489 commits to main branch, last one 21 hours ago
PSORLab
EAGO.jl PSORLab
16
144
mit
7
A development environment for robust and global optimization
julia optimizer optimization implicit-functions optimization-tools global-optimization robust-optimization mccormick-relaxation optimization-methods
Created 2017-10-31
1,027 commits to master branch, last one 6 months ago
avaneev
biteopt avaneev
9
141
mit
13
Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP
optimization meta-heuristic metaheuristics genetic-algorithm optimization-tools global-optimization integer-programming optimization-methods discrete-optimization stochastic-optimizers black-box-optimization constraint-programming differential-evolution evolutionary-algorithms optimization-algorithms mathematical-programming mathematical-optimization mixed-integer-programming hyperparameter-optimization global-optimization-algorithms
Created 2016-07-13
409 commits to master branch, last one about a month ago
thieu1995
opfunu thieu1995
39
122
gpl-3.0
3
A collection of Benchmark functions for numerical optimization problems
cec-2005 cec-2008 cec-2010 cec-2013 cec-2014 cec-2015 cec-2017 cec-2019 cec-2020 cec-2021 cec-2022 soft-computing unimodal-functions benchmark-functions convex-optimization global-optimization multimodal-functions non-convex-optimization unconstrained-optimization
Created 2019-12-06
493 commits to master branch, last one 3 months ago
coin-or
SHOT coin-or
25
117
epl-2.0
11
A solver for mixed-integer nonlinear optimization problems
minlp solver optimization global-optimization optimization-library optimization-methods
Created 2018-05-31
1,823 commits to master branch, last one 8 days ago
JuliaNonconvex
Nonconvex.jl JuliaNonconvex
10
112
mit
4
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.
optimization metaheuristics global-optimization bayesian-optimization discrete-optimization nonlinear-programming black-box-optimization nonlinear-optimization evolutionary-algorithms implicit-differentiation interior-point-optimizer semidefinite-programming automatic-differentiation augmented-lagrangian-method gradient-based-optimisation method-of-moving-asymptotes derivative-free-optimization surrogate-assisted-optimization mixed-integer-nonlinear-programming
Created 2021-02-14
246 commits to master branch, last one 8 months ago
scipopt
SCIP.jl scipopt
24
94
mit
11
Julia interface to SCIP solver
julia hacktoberfest global-optimization nonlinear-optimization mixed-integer-programming mixed-integer-optimization mixed-integer-linear-programming
Created 2016-06-18
1,123 commits to master branch, last one 2 months ago
relf
egobox relf
1
56
apache-2.0
3
Efficient global optimization toolbox in Rust: bayesian optimization, mixture of gaussian processes, sampling methods
surrogate-models gaussian-processes mixture-of-experts global-optimization latin-hypercube-sampling
Created 2020-08-27
506 commits to master branch, last one 20 days ago
JuliaIntervals
IntervalOptimisation.jl JuliaIntervals
21
56
other
9
Rigorous global optimisation in pure Julia
julia global-optimization interval-arithmetic
Created 2017-06-14
59 commits to master branch, last one 2 years ago
sharma-n
global_optimization sharma-n
14
53
unknown
2
Heuristic global optimization algorithms in Python
dds pso nsga2 python nsga-ii evolution pathfinding tabu-search genetic-algorithm genetic-algorithms global-optimization simulated-annealing heuristic-optimization ant-colony-optimization vehicle-routing-problem hyperparameter-optimization particle-swarm-optimization travelling-salesman-problem surrogate-based-optimization dynamically-dimensioned-search
Created 2020-05-10
8 commits to master branch, last one 3 years ago
aimclub
iOpt aimclub
24
52
bsd-3-clause
4
Framework of intelligent optimization methods iOpt
parameter-tuning global-optimizers global-optimization hyperparameter-optimization global-optimization-algorithms
Created 2022-10-05
387 commits to main branch, last one 3 months ago
serdarozkan
TikTak serdarozkan
9
35
mit
5
TikTak: A multistart global optimization algorithm
sobol-sequence global-optimization numerical-optimization
Created 2021-02-24
50 commits to main branch, last one about a year ago