NiaPy — Peer-reviewed • Rank 18.6 • Science 100%

NiaPy: Python microframework for building nature-inspired algorithms - Published in JOSS (2018)

PyXAB - A Python Library for $\mathcal{X}$-Armed Bandit and Online Blackbox Optimization Algorithms — Peer-reviewed • Rank 9.8 • Science 100%

PyXAB - A Python Library for $\mathcal{X}$-Armed Bandit and Online Blackbox Optimization Algorithms - Published in JOSS (2024)

proxmin • Rank 14.2 • Science 77%

Proximal optimization in pure python

qc-procrustes • Rank 12.3 • Science 77%

Python library for finding the optimal transformation(s) that makes two matrices as close as possible to each other.

OptimalControl • Rank 11.0 • Science 77%

Model and solve optimal control problems in Julia, both on CPU and GPU.

clarabel • Rank 23.1 • Science 62%

Clarabel.rs: Interior-point solver for convex conic optimisation problems in Rust.

reflame • Rank 5.7 • Science 77%

reflame: Revolutionizing Functional Link Neural Network by Metaheuristic Optimization

FrankWolfe • Rank 11.5 • Science 67%

Julia implementation for various Frank-Wolfe and Conditional Gradient variants

fireflyalgorithm • Rank 9.8 • Science 67%

Implementation of Firefly Algorithm in Python

fliscopt • Rank 9.5 • Science 67%

Algorithms for flight scheduling optimization.

Clarabel • Rank 12.9 • Science 62%

Clarabel.jl: Interior-point solver for convex conic optimisation problems in Julia.

SolverTools • Rank 10.6 • Science 64%

Tools for developing nonlinear optimization solvers.

Stopping • Rank 6.8 • Science 67%

A framework to implement iterative algorithms

scs • Rank 11.4 • Science 62%

Splitting Conic Solver

uno • Rank 8.3 • Science 64%

A next-gen SQP & barrier solver for nonlinearly constrained optimization

autotuning_methodology • Rank 1.9 • Science 67%

This software package accompanies the paper "A Methodology for Comparing Auto-Tuning Optimization Algorithms" (https://doi.org/10.1016/j.future.2024.05.021), making the guidelines in the methodology easy to apply.

Alpine • Rank 13.0 • Science 54%

A Julia/JuMP-based Global Optimization Solver for Non-convex Programs

cppnumericalsolvers • Rank 9.7 • Science 54%

a lightweight header-only C++17 library of numerical optimization methods for (un-)constrained nonlinear functions and expression templates

pydiffgame • Rank 8.2 • Science 54%

PyDiffGame is a Python implementation of a Nash Equilibrium solution to Differential Games, based on a reduction of Game Hamilton-Bellman-Jacobi (GHJB) equations to Game Algebraic and Differential Riccati equations, associated with Multi-Objective Dynamical Control Systems

haleqo.jl • Rank 2.6 • Science 57%

HALeqO solver for nonlinear equality-constrained optimization

bazinga.jl • Rank 2.5 • Science 57%

Bazinga.jl: a toolbox for constrained composite optimization

caerus • Rank 13.3 • Science 44%

Detection of favorable moments in time series data

ProximalAlgorithms • Rank 9.9 • Science 44%

Proximal algorithms for nonsmooth optimization in Julia

moldrug • Rank 9.8 • Science 44%

moldrug (AKA mouse) is a Python package for drug-oriented optimization on the chemical space ​

powersddp • Rank 5.7 • Science 44%

A didactic library on dynamic programming techniques applied to the economical dispatch of energy in power systems.

TrustRegionMethods • Rank 4.3 • Science 31%

Trust region methods for nonlinear systems of equations in Julia.

eispy2d • Science 67%

An Open-Source Python Library for the development of algorithms for 2D Electromagnetic Inverse Scattering Problems.

fides • Science 67%

Trust Region Optimization in Python

binbro_max_uflp • Science 44%

bboptpy • Science 67%

Powerful and scalable black-box optimization algorithms for Python and C++.

delicoco-ieee-transactions • Science 67%

In compressed decentralized optimization settings, there are benefits to having multiple gossip steps between subsequent gradient iterations, even when the cost of doing so is appropriately accounted for e.g. by means of reducing the precision of compressed information.

stochasticantibiotic • Science 57%

A Stochastic Programming Approach to the Antibiotics Time Machine Problem

hybris • Science 44%

Particle Swarm Optimizer with fuzzy parameter control

pye-plus • Science 57%

Multi-Criteria Decision Making (MCDM) Framework for Building Energy Systems with Expedited Computation using Machine Learning (ML) Techniques

pygeneticalgorithms • Science 67%

This repository implements a genetic algorithm (GA) in Python3 programming language, using only Numpy and Joblib as additional libraries. It provides a basic StandardGA model as well as a more advanced IslandModelGA that evolves in parallel several different populations..

Boscia • Science 67%

Mixed-Integer Convex Programming: Branch-and-bound with Frank-Wolfe-based convex relaxations