evolutionary-algorithms

Here are 1,012 public repositories matching this topic...

rh12503 / triangula

Generate high-quality triangulated and polygonal art from images.

art go golang gui genetic-algorithm evolutionary-algorithms generative-art polygons triangles evolutionary-art triangula

Updated Sep 2, 2021
Go

geatpy-dev / geatpy

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Evolutionary algorithm toolbox and framework with high performance for Python

high-performance parallel-computing evolutionary-algorithms ga es moead de geatpy nsga rvea

Updated May 23, 2022
Python

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.

machine-learning deep-learning genetic-algorithm neural-networks evolutionary-algorithms artificial-neural-networks self-driving-cars

Updated Sep 7, 2022
ASP

ahmedfgad / GeneticAlgorithmPython

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

python machine-learning deep-learning optimization numpy genetic-algorithm neural-networks evolutionary-algorithms pygad pygad-documentation

Updated Sep 19, 2022
Python

BIMK / PlatEMO

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Evolutionary multi-objective optimization platform

matlab evolutionary-algorithms multi-objective-optimization

Updated Sep 13, 2022
MATLAB

MaxHalford / eaopt

Sponsor

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

go machine-learning optimization genetic-algorithm parallel evolutionary-algorithms differential-evolution speciation evolutionary-computation particle-swarm-optimization metaheuristics

Updated Apr 5, 2021
Go

jenetics / jenetics

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

java machine-learning optimization genetic-algorithm artificial-intelligence genetic-programming evolutionary-algorithms parallel-algorithm evolutionary-strategy multiobjective-optimization grammatical-evolution metaheuristics java17

Updated Jul 29, 2022
Java

nnaisense / evotorch

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EvoTorch is an advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

python reinforcement-learning gpu optimization pytorch distributed artificial-intelligence neural-networks evolutionary-algorithms evolutionary-computation optimization-algorithms

Updated Sep 20, 2022
Python

esa / pagmo2

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

python optimization genetic-algorithm parallel-computing python3 artificial-intelligence evolutionary-algorithms multi-objective-optimization optimization-methods optimization-tools optimization-algorithms parallel-processing evolutionary-strategy stochastic-optimizers metaheuristics pagmo

Updated Aug 24, 2022
C++

trekhleb / self-parking-car-evolution

Sponsor

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

threejs genetics genetic-algorithm evolutionary-algorithms self-driving-car cannonjs three-js evolutionary-algorithm cannon-js

Updated Oct 13, 2021
TypeScript

kthohr / optim

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

newton cpp optimization automatic-differentiation eigen openmp cpp11 evolutionary-algorithms armadillo gradient-descent optim differential-evolution optimization-algorithms particle-swarm-optimization bfgs lbfgs openmp-parallelization eigen3 numerical-optimization-methods

Updated Sep 17, 2022
C++

nccr-itmo / FEDOT

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Automated modeling and machine learning framework FEDOT

machine-learning automation genetic-programming hyperparameter-optimization evolutionary-algorithms multimodality automl automated-machine-learning parameter-tuning structural-learning fedot

Updated Sep 20, 2022
Python

ahmedkhalf / Circle-Evolution

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Evolutionary Art Using Circles in Python

art genetic-algorithm evolutionary-algorithms circles evolutionary-art

Updated Apr 27, 2021
Python

7ossam81 / EvoloPy

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

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Updated Jul 6, 2022
Jupyter Notebook

EMResearch / EvoMaster

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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 and GraphQL.

kotlin java testing graphql rest evolutionary-algorithms fuzzing api-rest fuzzer api-testing test-case-generation

Updated Sep 20, 2022
Kotlin

Nicholasli1995 / EvoSkeleton

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

deep-learning dataset evolutionary-algorithms human-pose-estimation data-augmentation cvpr synthetic-data bias-correction 3d-human-pose 3d-computer-vision geometric-deep-learning 3d-pose-estimation 2d-to-3d smpl feed-forward-neural-networks kinematic-trees cvpr2020 generalization-on-diverse-scenes annotaton-tool

Updated Jul 10, 2021
Python

kahypar / kahypar

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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.