GitHub topics: optimization-algorithms

Repositories

Elliot-Chan-120/GEM

GEM | Gene Edit Machine: A machine learning-enhanced platform capable of classifying and optimizing gene variants for reduced pathogenicity. Featuring multi-database integration, research-backed feature engineering, optimized DNA and Protein-level analyses, and an intelligent guided + stochastic mutation algorithm "ReGen".

Language: Python - Size: 40.7 MB - Last synced at: about 7 hours ago - Pushed at: about 9 hours ago - Stars: 1 - Forks: 0

gemseo/gemseo

Generic Engine for Multi-disciplinary Scenarios, Exploration and Optimization. This is a MIRROR of our gitlab repository, the development activity and support happen over there.

Language: Python - Size: 68.6 MB - Last synced at: about 9 hours ago - Pushed at: about 11 hours ago - Stars: 27 - Forks: 2

attilatorda/Shift-To-Middle_Array

An implementation strategy for lists, queues, deque(ue)s.

Language: Java - Size: 389 KB - Last synced at: about 19 hours ago - Pushed at: about 21 hours ago - Stars: 121 - Forks: 1

avaneev/biteopt

Derivative-Free Global Optimization Algorithm (C++, Python binding) - Continuous, Discrete, TSP, NLS, MINLP

Language: C++ - Size: 3.34 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 162 - Forks: 11

vrettasm/PyGeneticAlgorithms

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..

Language: Python - Size: 16 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 3 - Forks: 2

bigkwii/cutting-plane-game-2

The Cutting Plane Game v2 - My CS thesis project

Language: GDScript - Size: 655 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 3 - Forks: 1

ZIB-IOL/Boscia.jl

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

Language: Julia - Size: 204 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 33 - Forks: 7

atraplet/highs4j

HiGHS Solver for Java

Language: Java - Size: 212 KB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 1 - Forks: 1

atraplet/scip4j

SCIP Solver for Java

Language: Java - Size: 1.3 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 2 - Forks: 0

morinim/ultra

Framework for Evolutionary Algorithms

Language: C++ - Size: 3.76 MB - Last synced at: 1 day ago - Pushed at: 2 days ago - Stars: 9 - Forks: 2

TimefoldAI/timefold-solver

The open source Solver AI for Java and Kotlin to optimize scheduling and routing. Solve the vehicle routing problem, employee rostering, task assignment, maintenance scheduling and other planning problems.

Language: Java - Size: 255 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1,477 - Forks: 159

AGI-Arena/MARS

The official implementation of MARS: Unleashing the Power of Variance Reduction for Training Large Models

Language: Python - Size: 2.6 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 705 - Forks: 48

AkshayPratapSingh09/Dev-Revival

Language: Java - Size: 191 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

Morin3/solid-quickstart-morni

Confidential Start Documentation, Forms, and Code Cloud Endoca Cloud Pro

Language: TypeScript - Size: 413 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

polyrod/xnec2c-gao

An external optimizer for xnec2c using a genetic algorithm

Language: Haskell - Size: 1.54 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 7 - Forks: 3

Evolutionary-Intelligence/pypop

[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants (from evolutionary computation, swarm intelligence, statistics, operations research, machine learning, mathematical optimization, meta-heuristics, auto-control etc.). [https://jmlr.org/papers/v25/23-0386.html]

Language: Python - Size: 959 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 258 - Forks: 39

inikishev/torchzero

Modular optimization library for PyTorch (work-in-progress).

Language: Python - Size: 128 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 10 - Forks: 0

yelurebajrang/HeteroRL_GEPO

⚡ Optimize heterogeneous reinforcement learning with GEPO for decentralized AI training, tackling policy staleness in large models effectively.

Language: Python - Size: 1.32 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

Nisu692/The-X-Factors

A Energy, Power and Cost Optimization Solution powered by AI, Created by the Team X- Factors

Size: 1.95 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

aneeuk/four-sided-triangle

A sophisticated multi-model optimization pipeline for domain-expert knowledge extraction RAG systems

Language: Python - Size: 6.57 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

mcnaim0/Optimal_Engine_Crankshaft_Fatigue_Life_using_XGBoost

Optimizing engine crankshaft fatigue life using XGBoost

Language: Jupyter Notebook - Size: 306 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

argmin-rs/argmin

Numerical optimization in pure Rust

Language: Rust - Size: 50.3 MB - Last synced at: 3 days ago - Pushed at: 6 days ago - Stars: 1,167 - Forks: 101

ltatzel/PyTorchHessianFree

PyTorch implementation of the Hessian-free optimizer

Language: Python - Size: 161 KB - Last synced at: about 21 hours ago - Pushed at: over 1 year ago - Stars: 36 - Forks: 5

control-toolbox/OptimalControl.jl

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

Language: Julia - Size: 103 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 116 - Forks: 9

optimatika/ojAlgo

oj! Algorithms

Language: Java - Size: 75 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 488 - Forks: 217

krichelj/PyDiffGame

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

Language: Python - Size: 7.41 MB - Last synced at: about 18 hours ago - Pushed at: 8 months ago - Stars: 55 - Forks: 10

8b-is/smart-tree

Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership memory. Crafted with care by human + AI—accept no knock-offs.

Language: Rust - Size: 141 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 148 - Forks: 13

xjrga/snack

Snack: Learning Software for Nutrition

Language: Java - Size: 34.2 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

Anselmoo/useful-optimizer

A dedicated set of optimization algorithms for numeric problems.

Language: Python - Size: 159 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 1

cvxgrp/scs

Splitting Conic Solver

Language: C - Size: 11.4 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 590 - Forks: 140

GermanHeim/globalsearch-rs

Global optimization with scatter search and local NLP solvers written in Rust

Language: Rust - Size: 676 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 7 - Forks: 0

Akarshjha03/Machine-Learning-Algorithms

Comprehensive collection of machine learning algorithms covering Supervised and Unsupervised Learning, Artificial Neural Networks, Genetic Algorithms, Bayesian Learning, Fuzzy Logic, and Optimization Techniques. Ideal for beginners and enthusiasts!

Size: 6.13 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 7 - Forks: 0

kodok13/Label-Free-RLVR

📚 Explore a curated collection of research on Label-Free Reinforcement Learning with Verifiable Rewards for enhancing Large Language Models.

Size: 205 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

Pilestin/EVRPTW-and-Charging-Stations-from-the-Perspective-of-Customer-Satisfaction

Electric Vehicle Routing with Time Windows and Charging Stations from the Perspective of Customer Satisfaction

Size: 94.7 KB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

NVIDIA/cuopt-examples

NVIDIA cuOpt examples for decision optimization

Language: Jupyter Notebook - Size: 22.9 MB - Last synced at: 6 days ago - Pushed at: 8 days ago - Stars: 366 - Forks: 51

team-decent/decent-bench

A benchmarking framework for decentralized optimization

Language: Python - Size: 1.8 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 1

cvanaret/Uno

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

Language: C++ - Size: 48.7 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 375 - Forks: 31

ExpOpt/expopt

Explainable Optimization (XOpt)

Language: HTML - Size: 7.27 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

gerlero/mutax

🎯 SciPy-like differential evolution optimization in JAX

Language: Python - Size: 252 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 3 - Forks: 0

cvxgrp/cvxportfolio

Portfolio optimization and back-testing.

Language: Python - Size: 309 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,116 - Forks: 280

NiyiOsinowo/Optimal_Control

The goal of this project is to explore and compare the different methods of solving optimal control problems in dynamical systems

Language: Jupyter Notebook - Size: 8.63 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

Jason2Brownlee/CleverAlgorithms

Clever Algorithms: Nature-Inspired Programming Recipes

Language: TeX - Size: 26.6 MB - Last synced at: about 10 hours ago - Pushed at: 10 months ago - Stars: 2,083 - Forks: 337

ZIB-IOL/FrankWolfe.jl

Julia implementation for various Frank-Wolfe and Conditional Gradient variants

Language: Julia - Size: 267 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 110 - Forks: 24

sim-eng-i/MITLinearOpticalCircuitOptimisation

Linear Optical Circuits Optimisation using Perceval Quandela and Variational Algorithm (VQE)- MIT iQuHack- Quantum Computing Project

Language: Python - Size: 266 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 2

bp-studio/box-pleating-studio

Super-complex origami design made easy!

Language: TypeScript - Size: 30.1 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 72 - Forks: 6

ccssmnn/hego

Metaheuristics / Blackbox Optimization Algorithms for Go: Simulated Annealing, Genetic Algorithm, Ant Colony Optimization, Tabu Search, Particle Swarm Optimization ...

Language: Go - Size: 127 KB - Last synced at: 3 days ago - Pushed at: 3 months ago - Stars: 59 - Forks: 10

estellederrien/python-optimizations

My Management science, and Mathematical Engineering Optimizations python notebooks.

Language: Jupyter Notebook - Size: 180 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

SamsungSAILMontreal/nino

Code for "Accelerating Training with Neuron Interaction and Nowcasting Networks" [to appear at ICLR 2025]

Language: Python - Size: 58.6 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 20 - Forks: 5

apaonessaa/Piyavskii-Shubert

Piyavskii-Shubert algorithm implementation in python

Language: Python - Size: 112 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

nnaisense/evotorch

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

Language: Python - Size: 50 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1,089 - Forks: 74

prasanna00019/Optimization-Methods

A collection of optimization methods in engineering applications (OMEA), implemented in Python — including linear, nonlinear and constrained, with examples.

Language: Jupyter Notebook - Size: 47.9 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

ljvmiranda921/pyswarms

A research toolkit for particle swarm optimization in Python

Language: Python - Size: 64 MB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 1,359 - Forks: 339

AidinHamedi/Optimizer-Benchmark

A benchmarking suite for evaluating PyTorch optimization algorithms on 2D mathematical functions (optimizer benchmark)

Language: Python - Size: 290 MB - Last synced at: 8 days ago - Pushed at: 9 days ago - Stars: 8 - Forks: 0

atraplet/clarabel4j-native

Clarabel Solver for Java Native Libraries

Language: Java - Size: 131 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 2 - Forks: 1

ahundt/awesome-robotics

A curated list of awesome links and software libraries that are useful for robots.

Size: 190 KB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 1,230 - Forks: 169

MLopez-Ibanez/irace

Iterated Racing for Automatic Algorithm Configuration

Language: R - Size: 27.3 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 65 - Forks: 16

Egjfour/dsti-course-notes

Notes for classes taken at DSTI stored in an Obsidian vault and backed up to Github. Includes notes for all courses taken during my Master's program

Size: 22 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

Numerically-Stable/MATLAB_Youtube

All codes written in MATLAB used for demonstrating key concepts of finite element method and optimization techniques

Language: MATLAB - Size: 641 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 1 - Forks: 0

NREL/soogo

Surrogate-based 0-th Order Global Optimization for black-box problems.

Language: Python - Size: 29.4 MB - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 5 - Forks: 8

denehoffman/ganesh

A Rust optimization library

Language: Rust - Size: 100 MB - Last synced at: 11 days ago - Pushed at: 12 days ago - Stars: 11 - Forks: 1

coin-or/python-mip

Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

Language: Linear Programming - Size: 106 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 574 - Forks: 100

xiangchen96/awesome-or 📦

A curated list of awesome Operations Research (OR) resources.

Size: 43 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 30 - Forks: 1

asarnaout/OpenGeneticAlgorithm.NET

An extensible .NET genetic algorithm library for optimization and artificial intelligence - Evolutionary computation and complex problem solving made simple

Language: C# - Size: 372 KB - Last synced at: about 12 hours ago - Pushed at: about 1 month ago - Stars: 50 - Forks: 1

ale94mleon/moldrug

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

Language: Python - Size: 104 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 37 - Forks: 7

auto4opt/AutoOpt

A library for automatically designing metaheuristic optimizers.

Language: MATLAB - Size: 41.5 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 23 - Forks: 7

frangio68/Min-Cost-Flow-Class

C++ solvers for Minimum Cost Flow Problems

Language: C++ - Size: 1.82 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 59 - Forks: 9

anugrahjo/PySLSQP

A transparent Python interface to the SLSQP optimization algorithm, with advanced features and visualization capabilities.

Language: Python - Size: 3.45 MB - Last synced at: 5 days ago - Pushed at: 8 months ago - Stars: 12 - Forks: 2

mkassm/PSO

Research about Particle Swarm Optimization (PSO) and it's implementation to optimize Artificial Neural Network (ANN)

Language: Python - Size: 7.8 MB - Last synced at: 5 days ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 2

TanayKelkar/Style-Transfer-Using-VGG

Neural Style Transfer using VGG19

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

lixilinx/psgd_torch

Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation preconditioner and more)

Language: Python - Size: 3.05 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 183 - Forks: 11

lucia-corsan/NetworkOptimization_NonLinearModel

Solution to the p-Median and Maximal Coverage Location problems by defining the objective function, set, parameters and constraints visually and mathematically. Solvers: gurobipy, pyomo, ipopt.

Language: HTML - Size: 607 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

oxfordcontrol/Clarabel.rs

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

Language: Rust - Size: 1.52 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 469 - Forks: 36

J4NN0/happy-wedding

Prepare your wedding at best by seating your guests in the best possible way based on each guest's interaction with the others

Language: JavaScript - Size: 696 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 1 - Forks: 0

itsmarm0/Lagrangian-method-review

A review on Lagrangian methods in nonlinear programming with Python implementations. Includes comparisons with Newton–Raphson and fsolve methods.

Language: Python - Size: 315 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

aldma/Bazinga.jl

Bazinga.jl: a toolbox for constrained composite optimization

Language: Julia - Size: 847 KB - Last synced at: 2 days ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

JuliaFirstOrder/ProximalAlgorithms.jl

Proximal algorithms for nonsmooth optimization in Julia

Language: Julia - Size: 6.04 MB - Last synced at: 2 days ago - Pushed at: 5 months ago - Stars: 136 - Forks: 24

Michael-A-Kuykendall/contextlite

Database Freedom Platform - Mathematical search optimization for whatever database you already have. 27,000x faster than vector databases with SMT-powered search across 8+ database types. One-time 9-2999 vs 00-500/month recurring.

Language: Go - Size: 522 MB - Last synced at: 13 days ago - Pushed at: 20 days ago - Stars: 5 - Forks: 3

meco-group/fatrop

Fatrop is a nonlinear optimal control problem solver that aims to be fast, support a broad class of optimal control problems and achieve a high numerical robustness.

Language: C++ - Size: 10.6 MB - Last synced at: 13 days ago - Pushed at: 14 days ago - Stars: 223 - Forks: 24

theochem/procrustes

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

Language: Python - Size: 22.1 MB - Last synced at: 9 days ago - Pushed at: 4 months ago - Stars: 124 - Forks: 23

atraplet/clarabel4j

Clarabel Solver for Java

Language: Java - Size: 144 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 5 - Forks: 1

nicoleorzan/Particle-Swarm-Optimization

Python implementation of the Particle Swarm Optimization algorithm and some variants

Language: Python - Size: 113 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 1 - Forks: 0

thomasWeise/moptipy

Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be executed in parallel or in a distributed fashion. Experimental results can be evaluated in various ways, including diagrams, tables, and export to Excel.

Language: Python - Size: 7.09 MB - Last synced at: 10 days ago - Pushed at: 4 months ago - Stars: 27 - Forks: 3

shahind/Nature-Inspired-Algorithms

Sample Code Collection of Nature-Inspired Computational Methods

Language: MATLAB - Size: 5.47 MB - Last synced at: 12 days ago - Pushed at: about 2 years ago - Stars: 49 - Forks: 17

iblameandrew/local-deepthink

It takes a village to raise a child: Google DeepThink 🧠 but in LangGraph and free - an original algorithm for collaborative agents using qualitative backpropagation. Turn hours of prompting into a single high level prompt and let a QNN figure system prompts on the fly.

Language: Python - Size: 300 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 128 - Forks: 16