Data

Tools

Indexes

Applications

Experiments

Awesome

An open API service indexing awesome lists of open source software.

Projects in Awesome Lists tagged with constrained-optimization

A curated list of projects in awesome lists tagged with constrained-optimization .

https://github.com/pnnl/neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

constrained-optimization control-systems deep-learning differentiable-control differentiable-optimization differentiable-programming dynamical-systems nonlinear-dynamics nonlinear-optimization physics-informed-ml pytorch

Last synced: 14 May 2025

https://github.com/libprima/prima

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.

blackbox-optimization bobyqa cobyla constrained-optimization derivative-free-optimization lincoa matlab modern-fortran newuoa nonlinear-optimization numerical-optimization optimization powell prima python simulation-based-optimization unconstrained-optimization uobyqa zeroth-order-method

Last synced: 16 May 2025

https://github.com/ahundt/grl

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.

atracsys c-plus-plus calibration computer-vision constrained-optimization control driver grl hand-eye-calibration iiwa inverse-kinematics kuka kuka-lbr-iiwa optimization real-time robot robotics ros vrep vrep-plugin

Last synced: 21 Nov 2024

https://github.com/phys-sim-book/solid-sim-tutorial

A curated collection of Python examples for optimization-based solid simulation, emphasizing algorithmic convergence, penetration-free, and inversion-free conditions, designed for readability and understanding.

collision-handling computational-mechanics computer-graphics constrained-optimization elastodynamics finite-element-methods friction incremental-potential-contact mass-spring-systems optimization-time-integrator physics-based-simulation

Last synced: 29 Nov 2024

https://github.com/ralna/cutest

The Constrained and Unconstrained Testing Environment with safe threads (CUTEst) for optimization software

constrained-optimization least-squares-optimization numerical-optimization test-problem-collection testing-environment thread-safe unconstrained-optimization

Last synced: 14 Jun 2025

https://github.com/crowsonkb/mdmm

The Modified Differential Multiplier Method (MDMM) for PyTorch

constrained-optimization optimization pytorch

Last synced: 12 Apr 2025

https://github.com/stefanofioravanzo/map-elites

Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization

constrained-optimization evolutionary-algorithms genetic-programming novelty-search

Last synced: 12 May 2025

https://github.com/jerrytheo/psopy

A SciPy compatible super fast Python implementation for Particle Swarm Optimization.

constrained-optimization optimization-algorithms particle-swarm-optimization scipy

Last synced: 12 Apr 2025

https://github.com/fabian-sp/ncopt

Python implementation of the SQP-GS algorithm for nonsmooth, nonconvex constrained optimization

constrained-optimization optimization sqp

Last synced: 05 Apr 2025

https://github.com/sovrasov/ags_nlp_solver

Derivative-free nonlinear global optimizer with python interface

bayesian-optimization constrained-optimization derivative-free global-optimization nonlinear-optimization

Last synced: 13 Apr 2025

https://github.com/tkphd/ternary-phase-diagram

Derivation and construction of a thermodynamic phase diagram for ternary alloy systems with 2 or 3 phases

constrained-optimization lagrange-multipliers materials-science phase-diagram phase-field thermodynamics

Last synced: 13 Feb 2025

https://github.com/zib-iol/stochasticfrankwolfe

Implementation of the Stochastic Frank Wolfe algorithm in TensorFlow and Pytorch.

constrained-optimization deep-learning frank-wolfe neural-network pytorch tensorflow

Last synced: 07 May 2025

https://github.com/jacobwilliams/conmax

Modern Fortran CONMAX Optimization Method for general nonlinearly constrained function minimization

conmax constrained-optimization fortran nonlinear-optimization optimization

Last synced: 20 Feb 2025

https://github.com/yixuan/gradfps

Gradient-based Fantope projection and selection algorithm for sparse PCA

constrained-optimization convex-optimization eigenvalue eigenvector sparse-pca sparse-principal-component-analysis

Last synced: 02 Mar 2025

https://github.com/cobrexa/constrainttrees.jl

Tidy constraint-programming in tree hierarchies

constrained-optimization optimization

Last synced: 02 Mar 2025

https://github.com/ucl/bayesian_opt_pyro

This repo will implement Bayesian optimization using PYRO

bayesian-inference bayesian-optimization casadi constrained-optimization pyro pytorch

Last synced: 15 Apr 2025

https://github.com/jacobwilliams/optgra

Modern Fortran edition of OPTGRA optimization algorithm from ESA

constrained-optimization fortran fortran-package-manager numerical-optimization optimization

Last synced: 13 Mar 2025

https://github.com/zib-iol/compression-aware-sfw

Code to reproduce the experiments of "Compression-aware Training of Neural Networks using Frank-Wolfe"

compression constrained-optimization deep-learning machine-learning neural-network pruning pytorch

Last synced: 31 Mar 2025

https://github.com/jacobwilliams/schittkowski-test-problems

Mirror of Schittkowski's Test Problems for Nonlinear Programming

constrained-optimization fortran

Last synced: 13 Mar 2025

https://github.com/junyuan-chen/convexfit.jl

Fit vectors with convex combinations of data columns

constrained-optimization julia optimization

Last synced: 19 Feb 2025

https://github.com/dimits-ts/hyperspectral-imaging

Classifying the materials of individual pixels taken by satellite using Spectral Unmixing and Pixel Classification.

classification constrained-optimization hyperspectral-imaging linear-regression pixel-classification spectral-unmixing

Last synced: 18 Feb 2025

https://github.com/dimits-ts/numerical-optimization

Using Constrained LS, SVD analysis and PageRank to efficiently solve common problems

constrained-optimization linear-algebra pagerank power-method svd-factorization

Last synced: 18 Feb 2025

https://github.com/nooridan/shiftscheduler

A tool to schedule TAs to lab/tutorial sections based on their availabiity

constrained-optimization human-resources-management-system scheduling-algorithms

Last synced: 19 Feb 2025

https://github.com/mschubert/boundie

R package for differential expression on count data with parameter bounds

bfgs constrained-optimization negative-binomial-regression optimization r-package

Last synced: 15 Mar 2025