zoofszoofs 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.
Stars: ✭ 142 (+56.04%)
AscensionA metaheuristic optimization framework
Stars: ✭ 24 (-73.63%)
GeneticsJSEvolutionary algorithms library for the web 🧬
Stars: ✭ 25 (-72.53%)
Harris-Hawks-Optimization-Algorithm-and-ApplicationsSource 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).
Stars: ✭ 31 (-65.93%)
Pagmo2A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Stars: ✭ 540 (+493.41%)
GARIGARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.
Stars: ✭ 41 (-54.95%)
geneticalgorithm2Supported highly optimized and flexible genetic algorithm package for python
Stars: ✭ 36 (-60.44%)
Applying eannsA 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.
Stars: ✭ 1,093 (+1101.1%)
SGDLibraryMATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
Stars: ✭ 165 (+81.32%)
EAGO.jlA development environment for robust and global optimization
Stars: ✭ 106 (+16.48%)
Pygmo2A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Stars: ✭ 134 (+47.25%)
paradiseoAn evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers
Stars: ✭ 73 (-19.78%)
JeneticsJenetics - Genetic Algorithm, Genetic Programming, Evolutionary Algorithm, and Multi-objective Optimization
Stars: ✭ 616 (+576.92%)
vitaVita - Genetic Programming Framework
Stars: ✭ 24 (-73.63%)
gibbousConvex optimization for java and scala, built on Apache Commons Math
Stars: ✭ 17 (-81.32%)
TorchGATrain PyTorch Models using the Genetic Algorithm with PyGAD
Stars: ✭ 47 (-48.35%)
gogaGo 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).
Stars: ✭ 39 (-57.14%)
opt4jModular Java framework for meta-heuristic optimization
Stars: ✭ 25 (-72.53%)
NEATESTNEATEST: Evolving Neural Networks Through Augmenting Topologies with Evolution Strategy Training
Stars: ✭ 13 (-85.71%)
GeneticalgorithmpythonSource code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
Stars: ✭ 435 (+378.02%)
triangulaGenerate high-quality triangulated and polygonal art from images.
Stars: ✭ 3,775 (+4048.35%)
GaftA Genetic Algorithm Framework in Python
Stars: ✭ 651 (+615.38%)
Solid🎯 A comprehensive gradient-free optimization framework written in Python
Stars: ✭ 546 (+500%)
Eaopt🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
Stars: ✭ 718 (+689.01%)
MealpyA collection of the state-of-the-art MEta-heuristics ALgorithms in PYthon (mealpy)
Stars: ✭ 72 (-20.88%)
ai-n-queensSolving and GUI demonstration of traditional N-Queens Problem using Hill Climbing, Simulated Annealing, Local Beam Search, and Genetic Algorithm.
Stars: ✭ 30 (-67.03%)
EvOLuTIoNA simple simulation in Unity, which uses genetic algorithm to optimize forces applied to cubes
Stars: ✭ 44 (-51.65%)
Circle EvolutionEvolutionary Art Using Circles in Python
Stars: ✭ 237 (+160.44%)
BluepyoptBlue Brain Python Optimisation Library
Stars: ✭ 143 (+57.14%)
tiny gpTiny Genetic Programming in Python
Stars: ✭ 58 (-36.26%)
OptimOptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
Stars: ✭ 411 (+351.65%)
OptaplannerAI constraint solver in Java to optimize the vehicle routing problem, employee rostering, task assignment, maintenance scheduling, conference scheduling and other planning problems.
Stars: ✭ 2,454 (+2596.7%)
WatchmakerThe Watchmaker Framework for Evolutionary Computation
Stars: ✭ 189 (+107.69%)
soptsopt:A simple python optimization library
Stars: ✭ 42 (-53.85%)
genealA genetic algorithm implementation in python
Stars: ✭ 47 (-48.35%)
neuroevolution-robotsNeuroevolution demo through TensorFlow.js, Neataptic, and Box2D
Stars: ✭ 31 (-65.93%)
cplex-scalaA scala library for IBM ILOG CPLEX
Stars: ✭ 20 (-78.02%)
evoliGenetic Algorithm and Particle Swarm Optimization
Stars: ✭ 22 (-75.82%)
Evolutionary.jlEvolutionary & genetic algorithms for Julia
Stars: ✭ 142 (+56.04%)
datafsmMachine Learning Finite State Machine Models from Data with Genetic Algorithms
Stars: ✭ 14 (-84.62%)
ABCoptimAn implementation of the Artificial Bee Colony (ABC) Algorithm
Stars: ✭ 26 (-71.43%)
exactEXONA: The Evolutionary eXploration of Neural Networks Framework -- EXACT, EXALT and EXAMM
Stars: ✭ 43 (-52.75%)
SeaPearl.jlJulia hybrid constraint programming solver enhanced by a reinforcement learning driven search.
Stars: ✭ 119 (+30.77%)
neuro-evolutionA project on improving Neural Networks performance by using Genetic Algorithms.
Stars: ✭ 25 (-72.53%)
facilePython constraint programming library
Stars: ✭ 21 (-76.92%)
cgp-cnn-designUsing Cartesian Genetic Programming to find an efficient Convolutional Neural Network architecture
Stars: ✭ 25 (-72.53%)
benchoptMaking your benchmark of optimization algorithms simple and open
Stars: ✭ 89 (-2.2%)
MIRT.jlMIRT: Michigan Image Reconstruction Toolbox (Julia version)
Stars: ✭ 80 (-12.09%)
scanalyticsPython implementation to solve Vehicle Routing problem & Master Production Scheduling in Supply Chain Analytics & Design.
Stars: ✭ 50 (-45.05%)
OptimisationAlgorithmsSearching global optima with firefly algorithm and solving traveling salesmen problem with genetic algorithm
Stars: ✭ 20 (-78.02%)
GurobiLinkWolfram Language interface to the Gurobi numerical optimization library
Stars: ✭ 16 (-82.42%)
NeuroMechFlyA neuromechanical model of adult Drosophila melanogaster.
Stars: ✭ 29 (-68.13%)
snakeneuralnetworkjsNeuroevolution of Neural Network for snakes in the Browser
Stars: ✭ 13 (-85.71%)