Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About

The Top 23 Constrained Optimization Open Source Projects

Open source projects categorized as Constrained Optimization
Categories > Constrained Optimization
Gradient Free Optimizers ⭐ 1,072
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
dependent packages 7total releases 45most recent commit 4 months agopypi gradient-free-optimizers} Downloads
Neuromancer ⭐ 621
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
total releases 2most recent commit 3 months ago
Ipc ⭐ 493
Incremental Potential Contact (IPC) is for robust and accurate time stepping of nonlinear elastodynamics. IPC guarantees intersection- and inversion-free trajectories regardless of materials, time-step sizes, velocities, or deformation severity.
most recent commit 5 months ago
Geotorch ⭐ 473
Constrained optimization toolkit for PyTorch
dependent packages 2total releases 3most recent commit 2 years agopypi geotorch} Downloads
Prima ⭐ 251
PRIMA is a package for solving general nonlinear optimization problems without using derivatives. It provides the reference implementation for Powell's derivative-free optimization methods, i.e., COBYLA, UOBYQA, NEWUOA, BOBYQA, and LINCOA. PRIMA means Reference Implementation for Powell's methods with Modernization and Amelioration, P for Powell.
most recent commit 3 months ago
Gecode ⭐ 251
Generic Constraint Development Environment
most recent commit 5 months ago
Metaheuristics.jl ⭐ 231
High-performance metaheuristics for optimization coded purely in Julia.
most recent commit 3 months ago
Hiop ⭐ 202
HPC solver for nonlinear optimization problems
most recent commit 4 months ago
Nmflibrary ⭐ 201
MATLAB library for non-negative matrix factorization (NMF): Version 2.1
most recent commit 2 years ago
Optcuts ⭐ 135
OptCuts, a new parameterization algorithm, jointly optimizes arbitrary embeddings for seam quality and distortion. OptCuts requires no parameter tuning; automatically generating mappings that minimize seam-lengths while satisfying user-requested distortion bounds.
most recent commit 3 years ago
Uno ⭐ 124
A next-generation solver for nonlinearly constrained nonconvex optimization. Modular and lightweight, it unifies iterative methods (SQP vs interior points) and globalization techniques (filter method vs merit function, line search vs trust region method) in a single framework. Competitive against IPOPT, filterSQP, SNOPT, MINOS and CONOPT
most recent commit 3 months ago
Codim Ipc ⭐ 116
Source Codes for Codimensional Incremental Potential Contact (C-IPC)
most recent commit a year ago
Grl ⭐ 102
Robotics tools in C++11. Implements soft real time arm drivers for Kuka LBR iiwa plus V-REP, ROS, Constrained Optimization based planning, Hand Eye Calibration and Inverse Kinematics integration.
most recent commit 3 years ago
Cooper ⭐ 83
A general-purpose, deep learning-first library for constrained optimization in Pytorch
most recent commit 4 months ago
Pdfo ⭐ 81
Powell's Derivative-Free Optimization solvers.
dependent packages 14total releases 12most recent commit 3 months agopypi pdfo} Downloads
Slsqp ⭐ 79
Modern Fortran Edition of the SLSQP Optimizer
most recent commit 4 months ago
Open Box ⭐ 75
Generalized and Efficient Blackbox Optimization System.
dependent packages 2total releases 15most recent commit 3 years agopypi openbox} Downloads
Open Box ⭐ 64
Generalized and Efficient Blackbox Optimization System.
dependent packages 1total releases 10most recent commit a year agopypi openbox} Downloads
Moo Gbt ⭐ 54
Library for Multi-objective optimization in Gradient Boosted Trees
total releases 5most recent commit 3 years ago
Rsopt ⭐ 51
Riemannian stochastic optimization algorithms: Version 1.0.3
most recent commit a year ago
Landscapes ⭐ 50
A dependency free library of standardized optimization test functions written in pure Python.
dependent packages 3total releases 10most recent commit 4 months agopypi landscapes} Downloads
Pycsp3 ⭐ 50
A Python Library for modeling combinatorial constrained problems
most recent commit 3 months ago
Pyipm ⭐ 45
An interior-point method written in python for solving constrained and unconstrained nonlinear optimization problems.
most recent commit 2 years ago
The 6 Most Depended On Constrained Optimization Open Source Projects
Pdfo ⭐ 81
Powell's Derivative-Free Optimization solvers.
dependent packages 14total releases 12latest release November 15, 2023most recent commit 3 months agopypi pdfo} Downloads
Landscapes ⭐ 50
A dependency free library of standardized optimization test functions written in pure Python.
dependent packages 3total releases 10latest release January 19, 2021most recent commit 4 months agopypi landscapes} Downloads
Open Box ⭐ 75
Generalized and Efficient Blackbox Optimization System.
dependent packages 2total releases 15latest release March 08, 2023most recent commit 3 years agopypi openbox} Downloads
Geotorch ⭐ 473
Constrained optimization toolkit for PyTorch
dependent packages 2total releases 3latest release November 14, 2021most recent commit 2 years agopypi geotorch} Downloads
Open Box ⭐ 64
Generalized and Efficient Blackbox Optimization System.
dependent packages 1total releases 10latest release December 06, 2021most recent commit a year agopypi openbox} Downloads
The 10 Latest Releases In Constrained Optimization Open Source Projects
Pdfo ⭐ 81
Powell's Derivative-Free Optimization solvers.
dependent packages 14total releases 12latest release November 15, 2023most recent commit 3 months agopypi pdfo} Downloads
Open Box ⭐ 75
Generalized and Efficient Blackbox Optimization System.
dependent packages 2total releases 15latest release March 08, 2023most recent commit 3 years agopypi openbox} Downloads
Facile ⭐ 21
Python constraint programming library
total releases 7latest release December 05, 2022most recent commit a year ago
Open Box ⭐ 64
Generalized and Efficient Blackbox Optimization System.
dependent packages 1total releases 10latest release December 06, 2021most recent commit a year agopypi openbox} Downloads
Geotorch ⭐ 473
Constrained optimization toolkit for PyTorch
dependent packages 2total releases 3latest release November 14, 2021most recent commit 2 years agopypi geotorch} Downloads
Optiml ⭐ 7
Optimizers for/and sklearn compatible Machine Learning models
total releases 31latest release July 13, 2021most recent commit a year ago
Moo Gbt ⭐ 54
Library for Multi-objective optimization in Gradient Boosted Trees
total releases 5latest release July 05, 2021most recent commit 3 years ago
Categories
Privacy | About | Terms | Follow Us On Twitter

Downloads, Dependent Repos, Dependent Packages, Total Releases, Latest Releases data powered by Libraries.io.

Copyright 2018-2024 Awesome Open Source.  All rights reserved.