642 Open source projects that are alternatives of or similar to geneal

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

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

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.

Tiny Genetic Programming in Python

Supported highly optimized and flexible genetic algorithm package for python

A Genetic Algorithm Framework in Python

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

Julia implementation for various Frank-Wolfe and Conditional Gradient variants

Convex optimization for java and scala, built on Apache Commons Math

A Binary Genetic Traits Lexer Framework

A metaheuristic optimization framework

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

Search the best feature subset for you classification mode

Visualize optimization algorithms in MATLAB.

🔌⚡ Nuxt module to prune html before sending it to the browser (it removes elements matching CSS selector(s)), useful for boosting performance showing a different HTML for bots/audits by removing all the scripts with dynamic rendering

Go evolutionary algorithm is a computer library for developing evolutionary and genetic algorithms to solve optimisation problems with (or not) many constraints and many objectives. Also, a goal is to handle mixed-type representations (reals and integers).

Multi-Objective GP for Automated Repair of Java

ROS-compatible Eigen-based Goldfarb-Idnani quadratic programming solver

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

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

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

Jenetics - Genetic Algorithm, Genetic Programming, Evolutionary Algorithm, and Multi-objective Optimization

sopt:A simple python optimization library

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

🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

Scraping statistics, predicting NBA player performance with neural networks and boosting algorithms, and optimising lineups for Draft Kings with genetic algorithm. Capstone Project for Machine Learning Engineer Nanodegree by Udacity.

Sparse Optimisation Research Code

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

DFO-GN: Derivative-Free Optimization using Gauss-Newton

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

Collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

two soldiers shooting at each other, controlled by a neural network with a genetic algorithm.

Some lecture notes of Operations Research (usually taught in Junior year of BS) can be found in this repository along with some Python programming codes to solve numerous problems of Optimization including Travelling Salesman, Minimum Spanning Tree and so on.

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

Modern Fortran Edition of the Pikaia Genetic Algorithm

A tour of different optimization algorithms in PyTorch.

FMI-compliant Model Estimation in Python

Searching global optima with firefly algorithm and solving traveling salesmen problem with genetic algorithm

MATLAB implementations of a variety of nonlinear programming algorithms.

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

Mathematical optimization in pure Rust

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

oj! Algorithms

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

Generic and efficient MATLAB solver for nonsmooth optimization problems

MoveIt kinematics_base plugin based on particle optimization & GA

A research toolkit for particle swarm optimization in Python

Pytorch implementation of the paper "Optimization as a Model for Few-Shot Learning"

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

Implementing Genetic Algorithm on K-Means and compare with K-Means++

Vehicle Routing Problem with Time Windows - Genetic Algorithm solution with Python

Simple genetic algorithms in Go

This mathematics course is taught for the first year Ph.D. students of computer science and related areas @zju

This is the repository of codes written in class.

Type-safe modelling DSL, symbolic transformation, and code generation for solving optimization problems.

Policy tree optimization: Heuristic policy search for control of dynamic systems. Uses genetic programming to develop binary trees relating observed indicator variables to actions, either real-valued or discrete.

Julia Wrapper for CSDP (https://projects.coin-or.org/Csdp/)

A genetic algorithm to solve the Travelling Salesman Problem, implemented in Python. Made by Jack Frigaard, modified by Mauricio Aizaga

🎯 Generate DNA sequences with specified amino acid, codon, and k-mer frequencies