An open API service providing repository metadata for many open source software ecosystems.

Topic: "evolutionary-algorithms"

rh12503/triangula

Generate high-quality triangulated and polygonal art from images.

Language: Go - Size: 28.2 MB - Last synced at: 10 days ago - Pushed at: over 3 years ago - Stars: 3,859 - Forks: 123

MilesCranmer/PySR

High-Performance Symbolic Regression in Python and Julia

Language: Python - Size: 5 MB - Last synced at: about 10 hours ago - Pushed at: 13 days ago - Stars: 2,761 - Forks: 246

geatpy-dev/geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

Language: Python - Size: 575 MB - Last synced at: 13 days ago - Pushed at: 3 months ago - Stars: 2,069 - Forks: 730

ahmedfgad/GeneticAlgorithmPython

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

Language: Python - Size: 20.4 MB - Last synced at: 2 days ago - Pushed at: about 2 months ago - Stars: 2,023 - Forks: 480

BIMK/PlatEMO

Evolutionary multi-objective optimization platform

Language: MATLAB - Size: 99.9 MB - Last synced at: 13 days ago - Pushed at: 3 months ago - Stars: 1,777 - Forks: 487

google/vizier

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

Language: Python - Size: 4.68 MB - Last synced at: 4 days ago - Pushed at: 8 days ago - Stars: 1,552 - Forks: 100

ArztSamuel/Applying_EANNs

A 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.

Language: ASP - Size: 19.7 MB - Last synced at: 18 days ago - Pushed at: over 2 years ago - Stars: 1,510 - Forks: 365

nnaisense/evotorch

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

Language: Python - Size: 42.7 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 971 - Forks: 58

MaxHalford/eaopt

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

Language: Go - Size: 591 KB - Last synced at: 10 days ago - Pushed at: 3 months ago - Stars: 897 - Forks: 97

jenetics/jenetics

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

Language: Java - Size: 80.5 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 863 - Forks: 156

esa/pagmo2

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

Language: C++ - Size: 58.3 MB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 862 - Forks: 163

kthohr/optim

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

Language: C++ - Size: 11.7 MB - Last synced at: 11 days ago - Pushed at: 12 months ago - Stars: 847 - Forks: 139

AgileRL/AgileRL

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

Language: Python - Size: 59.9 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 737 - Forks: 60

trekhleb/self-parking-car-evolution

🧬 Training the car to do self-parking using a genetic algorithm

Language: TypeScript - Size: 31.8 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 732 - Forks: 79

MilesCranmer/SymbolicRegression.jl

Distributed High-Performance Symbolic Regression in Julia

Language: Julia - Size: 7.22 MB - Last synced at: 1 day ago - Pushed at: 9 days ago - Stars: 686 - Forks: 102

aimclub/FEDOT

Automated modeling and machine learning framework FEDOT

Language: Python - Size: 225 MB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 665 - Forks: 87

WebFuzzing/EvoMaster

The first open-source AI-driven tool for automatically generating system-level test cases (also known as fuzzing) for web/enterprise applications. Currently targeting whitebox and blackbox testing of Web APIs, like REST, GraphQL and RPC (e.g., gRPC and Thrift).

Language: Kotlin - Size: 260 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 564 - Forks: 93

MaxRobinsonTheGreat/LifeEngine

The Life Engine

Language: JavaScript - Size: 4.44 MB - Last synced at: 15 days ago - Pushed at: 8 months ago - Stars: 491 - Forks: 116

7ossam81/EvoloPy

EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.

Language: Python - Size: 477 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 465 - Forks: 234

kahypar/kahypar

KaHyPar (Karlsruhe Hypergraph Partitioning) is a multilevel hypergraph partitioning framework providing direct k-way and recursive bisection based partitioning algorithms that compute solutions of very high quality.

Language: C++ - Size: 133 MB - Last synced at: 3 days ago - Pushed at: about 1 month ago - Stars: 457 - Forks: 97

EMI-Group/evox

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

Language: Python - Size: 37.9 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 445 - Forks: 71

esa/pygmo2

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

Language: C++ - Size: 13.9 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 402 - Forks: 54

ahmedkhalf/Circle-Evolution

Evolutionary Art Using Circles in Python

Language: Python - Size: 493 KB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 357 - Forks: 46

wildart/Evolutionary.jl

Evolutionary & genetic algorithms for Julia

Language: Julia - Size: 1.6 MB - Last synced at: 20 days ago - Pushed at: almost 2 years ago - Stars: 338 - Forks: 59

rodrigo-arenas/Sklearn-genetic-opt

ML hyperparameters tuning and features selection, using evolutionary algorithms.

Language: Python - Size: 124 MB - Last synced at: 10 days ago - Pushed at: 3 months ago - Stars: 334 - Forks: 79

Nicholasli1995/EvoSkeleton

Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"

Language: Python - Size: 17.1 MB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 323 - Forks: 43

alirezamika/evostra

A fast Evolution Strategy implementation in Python

Language: Python - Size: 28.3 KB - Last synced at: 18 days ago - Pushed at: almost 5 years ago - Stars: 274 - Forks: 45

DataCanvasIO/Hypernets

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

Language: Python - Size: 17.8 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 267 - Forks: 41

rmsolgi/geneticalgorithm

Genetic Algorithm Package for Python

Language: Python - Size: 403 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 257 - Forks: 78

rishal-hurbans/Grokking-Artificial-Intelligence-Algorithms

The official code repository supporting the book, Grokking Artificial Intelligence Algorithms

Language: Python - Size: 42.8 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 252 - Forks: 127

lmarti/evolutionary-computation-course

Jupyter/IPython notebooks about evolutionary computation.

Language: Jupyter Notebook - Size: 146 MB - Last synced at: 11 days ago - Pushed at: almost 8 years ago - Stars: 252 - Forks: 100

jaswinder9051998/zoofs

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.

Language: Python - Size: 6.75 MB - Last synced at: 17 days ago - Pushed at: 5 months ago - Stars: 244 - Forks: 46

DylanCope/Evolving-Protozoa

An interactive environment where protozoa-like entities live, die, and have offspring whose behaviours and morphologies can change.

Language: Java - Size: 23.1 MB - Last synced at: 5 months ago - Pushed at: almost 2 years ago - Stars: 238 - Forks: 25

Evolutionary-Intelligence/pypop

[JMLR (CCF-A)] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (including evolutionary algorithms, swarm-based randomized optimizers, pattern search, and random search). [https://jmlr.org/papers/v25/23-0386.html] (Its Planned Extensions: PyCoPop7, PyNoPop7, PyPop77, and PyMePop7)

Language: Python - Size: 957 MB - Last synced at: about 8 hours ago - Pushed at: about 9 hours ago - Stars: 236 - Forks: 35

dcmocanu/sparse-evolutionary-artificial-neural-networks

Always sparse. Never dense. But never say never. A Sparse Training repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

Language: Python - Size: 67 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 228 - Forks: 65

Alro10/awesome-deep-neuroevolution

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

Size: 989 KB - Last synced at: 6 days ago - Pushed at: about 4 years ago - Stars: 223 - Forks: 35

icaros-usc/pyribs

A bare-bones Python library for quality diversity optimization.

Language: Python - Size: 52.1 MB - Last synced at: 12 days ago - Pushed at: 27 days ago - Stars: 217 - Forks: 39

BlueBrain/BluePyOpt 📦

Blue Brain Python Optimisation Library

Language: Python - Size: 57.5 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 211 - Forks: 100

dwdyer/watchmaker

The Watchmaker Framework for Evolutionary Computation

Language: Java - Size: 43.6 MB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 207 - Forks: 77

harveybc/gym-fx

Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress

Language: Python - Size: 21.9 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 204 - Forks: 51

innoave/genevo

Execute genetic algorithm (GA) simulations in a customizable and extensible way.

Language: Rust - Size: 309 KB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 181 - Forks: 29

ai4co/reevo

[NeurIPS 2024] ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

Language: Python - Size: 26.7 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 170 - Forks: 35

adityathebe/evolutionSimulator

Evolution Simulator with Box2D

Language: JavaScript - Size: 1.41 MB - Last synced at: 5 days ago - Pushed at: about 5 years ago - Stars: 164 - Forks: 18

pkalivas/radiate

A fast and flexible evolution engine for implementing artificial evolution and genetic programming techniques

Language: Rust - Size: 4.61 MB - Last synced at: about 5 hours ago - Pushed at: about 6 hours ago - Stars: 163 - Forks: 15

avaneev/biteopt

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

Language: C++ - Size: 3.32 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 148 - Forks: 9

intLyc/MTO-Platform

Multitask Optimization Platform (MToP): A MATLAB Optimization Platform for Evolutionary Multitasking

Language: MATLAB - Size: 83.4 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 146 - Forks: 29

pablormier/yabox

Yet another black-box optimization library for Python

Language: Jupyter Notebook - Size: 1.58 MB - Last synced at: 17 days ago - Pushed at: over 2 years ago - Stars: 138 - Forks: 16

evoplex/evoplex

Evoplex is a fast, robust and extensible platform for developing agent-based models and multi-agent systems on networks. It's available for Windows, Linux and macOS.

Language: C++ - Size: 6.01 MB - Last synced at: 21 days ago - Pushed at: over 5 years ago - Stars: 135 - Forks: 23

Evolutionary-Intelligence/DistributedEvolutionaryComputation

A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered in the current version.

Size: 147 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 133 - Forks: 34

mikelzc1990/nsganetv2

[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

Language: Python - Size: 3.22 MB - Last synced at: over 1 year ago - Pushed at: about 3 years ago - Stars: 130 - Forks: 34

EMI-Group/evoxbench

Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.

Language: Python - Size: 1.74 MB - Last synced at: 23 days ago - Pushed at: about 2 months ago - Stars: 121 - Forks: 17

lmarti/nsgaiii

An implementation of NSGA-III in Python.

Language: Jupyter Notebook - Size: 1.27 MB - Last synced at: 22 days ago - Pushed at: 10 months ago - Stars: 121 - Forks: 52

JuliaNonconvex/Nonconvex.jl

Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables.

Language: Julia - Size: 2.31 MB - Last synced at: 29 days ago - Pushed at: about 1 year ago - Stars: 115 - Forks: 10

tlemo/darwin

Evolutionary Algorithms Framework

Language: C++ - Size: 15 MB - Last synced at: 12 days ago - Pushed at: about 1 month ago - Stars: 111 - Forks: 21

MetaEvo/MetaBox

MetaBox: A Benchmark Platform for Meta-Black-Box Optimization with Reinforcement Learning (https://proceedings.neurips.cc/paper_files/paper/2023/hash/232eee8ef411a0a316efa298d7be3c2b-Abstract-Datasets_and_Benchmarks.html)

Language: Python - Size: 324 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 106 - Forks: 12

predict-idlab/GENDIS

Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.

Language: Jupyter Notebook - Size: 158 MB - Last synced at: 9 days ago - Pushed at: almost 2 years ago - Stars: 105 - Forks: 25

samim23/Novelty-Search-Live

Musical Novelty Search: Evolutionary Algorithms + Ableton Live

Language: Python - Size: 19.5 KB - Last synced at: 5 months ago - Pushed at: almost 8 years ago - Stars: 99 - Forks: 18

ahmedfgad/TorchGA

Train PyTorch Models using the Genetic Algorithm with PyGAD

Language: Python - Size: 3.08 MB - Last synced at: 15 days ago - Pushed at: 7 months ago - Stars: 97 - Forks: 15

EC-KitY/EC-KitY

EC-KitY: A scikit-learn-compatible Python tool kit for doing evolutionary computation.

Language: Python - Size: 4.88 MB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 93 - Forks: 18

mit-gfx/PGMORL

[ICML 2020] Prediction-Guided Multi-Objective Reinforcement Learning for Continuous Robot Control

Language: Python - Size: 15.2 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 90 - Forks: 28

renatoosousa/GeneticAlgorithmForFeatureSelection

Search the best feature subset for you classification mode

Language: Python - Size: 16.6 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 90 - Forks: 28

aimclub/Fedot.Industrial

Python framework for automated time series classification, regression and forecasting

Language: Python - Size: 398 MB - Last synced at: 13 days ago - Pushed at: 23 days ago - Stars: 88 - Forks: 9

Hintzelab/MABE

Modular Agent Based Evolution Framework

Language: C++ - Size: 16.5 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 81 - Forks: 23

moshesipper/tiny_gp

Tiny Genetic Programming in Python

Language: Python - Size: 803 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 80 - Forks: 36

erp12/pyshgp

Push Genetic Programming in Python.

Language: Python - Size: 6.32 MB - Last synced at: 17 days ago - Pushed at: almost 2 years ago - Stars: 75 - Forks: 23

James4Ever0/agi_computer_control

The first autonomous computer program that can do anything to earn money without human operators.

Language: Python - Size: 16.8 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 73 - Forks: 4

DanieleGravina/divergence-and-quality-diversity

A collection of papers on divergence and quality diversity

Size: 130 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 72 - Forks: 5

EMI-Group/evorl

EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learning (RL), Evolutionary Computation (EC), Evolution-guided Reinforcement Learning (ERL), AutoRL, and seamless integration with GPU-optimized simulation environments.

Language: Python - Size: 2.74 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 69 - Forks: 7

chudur-budur/nsga2-matlab

A very fast, 90% vectorized, NSGA-II algorithm in matlab.

Language: MATLAB - Size: 60.5 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 68 - Forks: 29

rock-learning/bolero

Behavior Optimization and Learning for Robots

Language: C++ - Size: 8.19 MB - Last synced at: about 2 months ago - Pushed at: 2 months ago - Stars: 65 - Forks: 29

evvo-labs/evvo

Solve multi-objective optimization problems with distributed evolutionary algorithms

Language: Scala - Size: 642 KB - Last synced at: 5 months ago - Pushed at: over 1 year ago - Stars: 65 - Forks: 4

lucidrains/transformer-directed-evolution

Explorations into whether a transformer with RL can direct a genetic algorithm to converge faster

Language: Python - Size: 21.5 KB - Last synced at: 6 days ago - Pushed at: 7 days ago - Stars: 64 - Forks: 0

ShangtongZhang/DistributedES

Distributed implementation of popular evolutionary methods

Language: Python - Size: 436 KB - Last synced at: 20 days ago - Pushed at: over 7 years ago - Stars: 64 - Forks: 18

nnaisense/pgpelib

A mini library for Policy Gradients with Parameter-based Exploration, with reference implementation of the ClipUp optimizer (https://arxiv.org/abs/2008.02387) from NNAISENSE.

Language: Python - Size: 6.73 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 62 - Forks: 2

khanhnamle1994/trip-optimizer

Travel Time Optimization via Ant Colony and Genetic Evolution

Language: Python - Size: 15.7 MB - Last synced at: 20 days ago - Pushed at: over 5 years ago - Stars: 62 - Forks: 26

MaxHalford/xgp

:crystal_ball: Symbolic regression library

Language: Go - Size: 2.27 MB - Last synced at: 9 days ago - Pushed at: over 6 years ago - Stars: 61 - Forks: 3

aims-umich/neorl

NeuroEvolution Optimization with Reinforcement Learning

Language: Python - Size: 162 MB - Last synced at: 13 days ago - Pushed at: 2 months ago - Stars: 59 - Forks: 19

squillero/computational-intelligence

Spare material for Computational Intelligence 01URROV @ Politecnico di Torino

Language: Jupyter Notebook - Size: 17.8 MB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 59 - Forks: 57

ahmedfgad/GARI

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

Language: Python - Size: 47.9 KB - Last synced at: 1 day ago - Pushed at: about 2 years ago - Stars: 59 - Forks: 32

mertyildiran/ldca

Self-replicating, self-modifying Assembly program that can evolve into every possible computer program in the universe (EXPERIMENTAL)

Language: Assembly - Size: 105 KB - Last synced at: 1 day ago - Pushed at: over 4 years ago - Stars: 59 - Forks: 5

Dariasteam/Geode

Evolved concurrent neural networks on godot engine

Language: C++ - Size: 89.1 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 59 - Forks: 8

travisdesell/exact

EXONA: The Evolutionary eXploration of Neural Networks Framework -- EXACT, EXALT and EXAMM

Language: C++ - Size: 856 MB - Last synced at: 28 days ago - Pushed at: 28 days ago - Stars: 58 - Forks: 18

aimclub/GEFEST

Toolbox for the generative design of geometrically-encoded physical objects using numerical modelling and evolutionary optimization

Language: Python - Size: 111 MB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 58 - Forks: 9

goktug97/estorch

Evolution Strategy Library

Language: Python - Size: 61.5 KB - Last synced at: 10 days ago - Pushed at: almost 5 years ago - Stars: 55 - Forks: 3

sshkhr/Practical_RL

My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow

Language: Jupyter Notebook - Size: 9.91 MB - Last synced at: 13 days ago - Pushed at: over 3 years ago - Stars: 54 - Forks: 25

nmichlo/ruck

🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning

Language: Python - Size: 106 KB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 53 - Forks: 2

0xprofessooor/Pearl

Adaptable tools to make reinforcement learning and evolutionary computation algorithms.

Language: Python - Size: 656 KB - Last synced at: 6 months ago - Pushed at: almost 3 years ago - Stars: 53 - Forks: 1

aliasgharheidaricom/Harris-Hawks-Optimization-Algorithm-and-Applications

Harris Hawks Optimization (HHO) is a nature-inspired metaheuristic algorithm that simulates the cooperative hunting behavior of Harris' hawks. Widely used in engineering, machine learning, and resource allocation, HHO is renowned for its simplicity, versatility, and effectiveness in finding global optima.

Language: MATLAB - Size: 2.99 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 52 - Forks: 12

ashleve/EvOLuTIoN

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

Language: C# - Size: 56 MB - Last synced at: 11 days ago - Pushed at: over 4 years ago - Stars: 51 - Forks: 8

StefanoFioravanzo/MAP-Elites

Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization

Language: Jupyter Notebook - Size: 2.46 MB - Last synced at: 23 days ago - Pushed at: over 4 years ago - Stars: 50 - Forks: 11

NeLy-EPFL/NeuroMechFly 📦

A neuromechanical model of adult Drosophila melanogaster.

Language: Python - Size: 519 MB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 48 - Forks: 2

moshesipper/Applied-Machine-Learning-Course

This course covers the applied side of algorithmics in machine learning, with some deep learning and evolutionary algorithms thrown in as well.

Language: Python - Size: 348 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 47 - Forks: 5

forfrt/Hyper_Heuristic_Framework

A Hyper-Heuristic framework

Language: Python - Size: 60.3 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 47 - Forks: 10

DylanCope/ProtoEvo

An interactive real-time simulation for evolving multicellular organisms.

Language: Jupyter Notebook - Size: 40.9 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 47 - Forks: 6

alirezamika/flappybird-es

An AI agent Learning to play Flappy Bird using Evolution Strategies and deep learning models.

Language: Python - Size: 2.67 MB - Last synced at: 10 days ago - Pushed at: over 4 years ago - Stars: 47 - Forks: 12

jMetal/jMetalSP

A framework for Big Data Optimization with multi-objective metaheuristics

Language: Java - Size: 4.25 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 46 - Forks: 27

telmomenezes/synthetic

Symbolic Generators for Complex Networks

Language: Python - Size: 19.6 MB - Last synced at: 10 days ago - Pushed at: about 2 years ago - Stars: 46 - Forks: 9

PasaOpasen/geneticalgorithm2-6.8.7 Fork of rmsolgi/geneticalgorithm 📦

Supported highly optimized and flexible genetic algorithm package for python3.8+

Language: Python - Size: 68 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 45 - Forks: 14

GregSommerville/machine-learning-blackjack-solution

Finding an optimal Blackjack strategy using AI

Language: C# - Size: 18.8 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 44 - Forks: 13

BLayman/Artificial-Life-Simulator

An ecologically inspired multi-agent system. Agents are designed with neural network based decision making, and complex resource requirements.

Language: C# - Size: 44.3 MB - Last synced at: about 1 year ago - Pushed at: over 5 years ago - Stars: 44 - Forks: 4

Related Topics
genetic-algorithm 464 python 207 optimization 178 machine-learning 175 evolutionary-computation 152 artificial-intelligence 136 optimization-algorithms 127 genetic-algorithms 92 evolutionary-algorithm 88 genetic-programming 79 neural-network 76 deep-learning 74 reinforcement-learning 70 evolution 67 ai 65 neural-networks 56 metaheuristics 50 multi-objective-optimization 50 particle-swarm-optimization 50 python3 50 differential-evolution 46 simulation 45 evolution-strategies 44 java 43 neuroevolution 43 multiobjective-optimization 34 cpp 33 pytorch 30 algorithm 30 evolutionary-strategy 30 neat 27 javascript 26 matlab 26 nsga-ii 24 swarm-intelligence 23 machine-learning-algorithms 22 knapsack-problem 22 data-science 20 mutation 19 deap 19 pygame 19 hyperparameter-optimization 18 travelling-salesman-problem 18 feature-selection 18 rust 17 classification 17 evolution-simulation 17 automl 17 ant-colony-optimization 17 simulated-annealing 17 algorithms 16 openai-gym 16 computational-intelligence 16 metaheuristic-algorithms 16 symbolic-regression 16 unity 15 crossover 15 optimization-methods 14 game 14 neat-python 14 deep-neural-networks 14 numpy 14 robotics 14 cellular-automata 13 black-box-optimization 13 metaheuristic-optimisation 13 pareto-front 13 unity3d 13 cmaes 13 neural-architecture-search 13 csharp 13 pso 13 tensorflow 13 jupyter-notebook 13 deep-reinforcement-learning 12 tsp 12 artificial-neural-networks 12 nature-inspired-algorithms 12 artificial-intelligence-algorithms 12 optimization-tools 12 optimisation 12 tsp-problem 11 music 11 fuzzy-logic 11 natural-selection 10 golang 10 genetic-algorithm-framework 10 genetic-optimization-algorithm 10 evolutionary 10 gradient-descent 10 library 9 machinelearning 9 novelty-search 9 neat-algorithm 9 parallel-computing 9 cma-es 9 bayesian-optimization 9 regression 9 genetic 9 vehicle-routing-problem 9