307 Open source projects that are alternatives of or similar to sopt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

Solving and GUI demonstration of traditional N-Queens Problem using Hill Climbing, Simulated Annealing, Local Beam Search, and Genetic Algorithm.

A metaheuristic optimization framework

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

Solving Knapsack 0/1 problem with various Local Search algorithms like Hill Climbing, Genetic Algorithms, Simulated Annealing, Tabu Search

This repository contains implementation of different AI algorithms, based on the 4th edition of amazing AI Book, Artificial Intelligence A Modern Approach

A variational implementation of classical and quantum annealing using recurrent neural networks for the purpose of solving optimization problems.

Toy implementations of some popular ML optimizers using Python/JAX

Neural Networks in Java 8 with CuDNN and Aparapi

A genetic algorithm implementation in python

Supported highly optimized and flexible genetic algorithm package for python

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

Derivative-Free Optimization Method for Global Optimization (C++)

GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.

MoveIt kinematics_base plugin based on particle optimization & GA

MATLAB library for non-negative matrix factorization (NMF): Version 1.8.1

Matlab library for gradient descent algorithms: Version 1.0.1

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

A sharing of the learning process of mathematical modeling 数学建模常用工具模型算法分享：数学建模竞赛优秀论文，数学建模常用算法模型，LaTeX论文模板，SPSS工具分享。

Matlab implementation of the Adam stochastic gradient descent optimisation algorithm

My workshop on machine learning using python language to implement different algorithms

智能算法-遗传算法、蚁群算法、粒子群算法实现。实现版本Java,Python,MatLab多版本实现

a lightweight C++17 library of numerical optimization methods for nonlinear functions (Including L-BFGS-B for TensorFlow)

Genetic Algorithm and Particle Swarm Optimization

🎯 A comprehensive gradient-free optimization framework written in Python

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

A Genetic Algorithm Framework in Python

MIRT: Michigan Image Reconstruction Toolbox (Julia version)

The system is formed by self-propelled satellites influenced by the Sun whose objective is not to leave the domain maintaining the maximum possible speed.

Artificial intelligence/machine learning course at UCF in Spring 2020 (Fall 2019 and Spring 2019)

Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]

Neuroevolution of Neural Network for snakes in the Browser

Simulated Dual Annealing for python and benchmarks

An experiment with neural network and genetic algorithms

A parallel branch-and-bound engine for Python. (https://pybnb.readthedocs.io/)

Advanced .NET math library (.NET Standard).

PyTorch implementations of recent optimization algorithms for deep learning.

OptaPlanner quick starts for AI optimization: many use cases shown in many different technologies.

Mario AI Ensemble

Finding an optimal Blackjack strategy using AI

Genetic algorithm for walking simulation. Online demo: https://rossning92.github.io/genetic-algorithm/

Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/S0167739X18313530. In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).

An AI to teach Google Chrome's dinosaur to jump obstacles.

Tight-binding parameter fitting package (TBFIT) for Slater-Koster method

A simple simulation in Unity, which uses genetic algorithm to optimize forces applied to cubes

基于人工智能（遗传算法 + 贪心 max-rect 算法） 的矩形拼接算法

Global optimization algorithms written in C++

Lesson material on data science and machine learning topics/concepts

An evolutionary computation framework

MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search. See also AS-MOSES https://github.com/opencog/asmoses but kept to guaranty backward compatibility.

Making your benchmark of optimization algorithms simple and open

Solutions and figures for problems from Reinforcement Learning: An Introduction Sutton&Barto

A Java library that trains neural networks with a genetic algorithm.

This project is a fun little demo of a genetic algorithm. A population of rockets attempt to find their way to a a target.

Machine Learning Finite State Machine Models from Data with Genetic Algorithms

A web application that generates timetables for university students at the University of Toronto

Multiple Regression Package for PHP

Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.

A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows

DarkGreyBox: An open-source data-driven python building thermal model inspired by Genetic Algorithms and Machine Learning