Clever Algorithms: Nature-Inspired Programming Recipes

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.

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

A research toolkit for particle swarm optimization in Python

Numerical optimization in pure Rust

船长关于机器学习、计算机视觉和工程技术的总结和分享

Portfolio optimization and back-testing.

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

C++ Mathematical Expression Parsing And Evaluation Library https://www.partow.net/programming/exprtk/index.html

The fastest open-source C++17 optimization library for unconstrained nonlinear problems. Header-only, single dependency. Highest reliability, composable function expressions, unconstrained and constrained solvers.

A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions

A header-only C++ library for numerical optimization --

A Genetic Algorithm Framework in Python (not for production level)

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

Splitting Conic Solver

Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.

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

🎯 A comprehensive gradient-free optimization framework written in Python

This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)