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Search results for constrained optimization
constrained-optimization
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53 search results found
Gradient Free Optimizers
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1,072
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
Neuromancer
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621
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
Ipc
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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.
Geotorch
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473
Constrained optimization toolkit for PyTorch
Prima
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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.
Gecode
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251
Generic Constraint Development Environment
Metaheuristics.jl
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231
High-performance metaheuristics for optimization coded purely in Julia.
Hiop
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202
HPC solver for nonlinear optimization problems
Nmflibrary
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201
MATLAB library for non-negative matrix factorization (NMF): Version 2.1
Optcuts
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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.
Uno
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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
Codim Ipc
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116
Source Codes for Codimensional Incremental Potential Contact (C-IPC)
Grl
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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.
Cooper
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83
A general-purpose, deep learning-first library for constrained optimization in Pytorch
Pdfo
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81
Powell's Derivative-Free Optimization solvers.
Slsqp
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79
Modern Fortran Edition of the SLSQP Optimizer
Open Box
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75
Generalized and Efficient Blackbox Optimization System.
Open Box
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64
Generalized and Efficient Blackbox Optimization System.
Moo Gbt
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54
Library for Multi-objective optimization in Gradient Boosted Trees
Rsopt
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51
Riemannian stochastic optimization algorithms: Version 1.0.3
Landscapes
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50
A dependency free library of standardized optimization test functions written in pure Python.
Pycsp3
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50
A Python Library for modeling combinatorial constrained problems
Pyipm
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45
An interior-point method written in python for solving constrained and unconstrained nonlinear optimization problems.
Powellopt
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34
Optimization algorithms by M.J.D. Powell
Naxos
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31
A C++ Constraint Programming Library
Map Elites
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23
Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization
Psopy
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22
A SciPy compatible super fast Python implementation for Particle Swarm Optimization.
Facile
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21
Python constraint programming library
Efficient_global_optimization_algorithms
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21
standard, parallel, constrained, and multiobjective EGO algorithms
Rbas
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19
Implementation of the (beetle antennae search) BAS algorithm and its mutations in R code
Safe Pdp
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19
Safe Pontryagin Differentiable Programming (Safe PDP) is a new theoretical and algorithmic safe differentiable framework to solve a broad class of safety-critical learning and control tasks.
Ace
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19
Constraint Solver ACE
Pytorch Lattice
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18
A PyTorch implementation of constrained optimization and modeling techniques
Trapyng
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17
Python library to implement advanced trading strategies using machine learning and perform backtesting.
La Mbda
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16
LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization
Learning Dd
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16
Implementation of the paper "Improving Optimization Bounds using Machine Learning: Decision Diagrams meet Deep Reinforcement Learning".
Ncopt
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15
Python implementation of the SQP-GS algorithm for nonsmooth, nonconvex constrained optimization
Mdmm
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10
The Modified Differential Multiplier Method (MDMM) for PyTorch
Setintersectionprojection.jl
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10
Constrained optimization
Stochasticfrankwolfe
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9
Implementation of the Stochastic Frank Wolfe algorithm in TensorFlow and Pytorch.
Investigating_mitigating_failure_modes_in_pinns
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9
This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Networks(PINNs)"
Constrnmpy
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8
A Python package for constrained Nelder-Mead optimization.
Deft Funnel
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8
DEFT-FUNNEL: An open-source global optimization solver for constrained grey-box and black-box problems in Matlab.
Optiml
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7
Optimizers for/and sklearn compatible Machine Learning models
Panoc Alm
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7
Library for nonconvex constrained optimization using the augmented Lagrangian method and the matrix-free PANOC algorithm.
Ags_nlp_solver
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7
Derivative-free nonlinear global optimizer with python interface
Modestga
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7
Optimized and benchmarked parallel Genetic Algorithm with inequality constraints, and a scipy-like interface
Constraint Optimization Solver
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6
Desktop App for constraint optimization of linear programming problems
Lbfgsb
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6
Modern Fortran Refactoring of L-BFGS-B Nonlinear Optimization Code
Mep Orthogonal Nmf
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6
Clustering and resource allocation using Deterministic Annealing Approach and Orthogonal Non-negative Matrix Factorization O-(NMF)
Neurosymbolic Tinyml
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5
TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning
Cobyla
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5
COBYLA optimizer for Rust
Pytorch Cpo
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5
PyTorch implementation of Constrained Policy Optimization
1-53 of 53 search results
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