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Search results for algorithms evolutionary algorithm
algorithms
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evolutionary-algorithm
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15 search results found
Geatpy
⭐
1,633
Evolutionary algorithm toolbox and framework with high performance for Python
Pysr
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1,580
High-Performance Symbolic Regression in Python and Julia
Geneticalgorithmpython
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1,564
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
Platemo
⭐
1,292
Evolutionary multi-objective optimization platform
Evolutionary Algorithm
⭐
1,152
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
Vizier
⭐
1,142
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
Jenetics
⭐
806
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
Sklearn Deap
⭐
731
Use evolutionary algorithms instead of gridsearch in scikit-learn
Optim
⭐
726
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
Eaopt
⭐
721
🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
Solid
⭐
518
🎯 A comprehensive gradient-free optimization framework written in Python
Kahip
⭐
364
KaHIP -- Karlsruhe HIGH Quality Partitioning.
Sharpneat
⭐
357
SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.
Evolutionary.jl
⭐
290
Evolutionary & genetic algorithms for Julia
Evolution
⭐
266
A sandbox game/simulator that demonstrates machine learning with evolutionary algorithms.
Notebooks
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183
Notebooks on how to use Distributed Evolutionary Algorithm in Python (DEAP)
Evol
⭐
164
a python grammar for evolutionary algorithms and heuristics
Geppy
⭐
148
A framework for gene expression programming (an evolutionary algorithm) in Python
Peas
⭐
130
Python Evolutionary Algorithms. Contains implementations of NEAT and HyperNEAT.
Yabox
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127
Yet another black-box optimization library for Python
Mu8
⭐
110
Genetic algorithm for unsupervised machine learning in Go.
Evo
⭐
104
Evolutionary Algorithms in Go
Evolutionary Reinforcement Neural Network Autonomous Car
⭐
99
A self driving vehicle based on evolutionary algorithm and reinforcement learning
Grokking Artificial Intelligence Algorithms
⭐
91
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
Darwin
⭐
91
Evolutionary Algorithms Framework
Genevo
⭐
82
Execute genetic algorithm (GA) simulations in a customizable and extensible way.
Torchga
⭐
78
Train PyTorch Models using the Genetic Algorithm with PyGAD
Keel
⭐
76
KEEL: Knowledge Extraction based on Evolutionary Learning
Paradiseo
⭐
74
An evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers
Biomorpher
⭐
72
Interactive Evolutionary Algorithms (IEAs) for Grasshopper
Leap
⭐
61
A general purpose Library for Evolutionary Algorithms in Python.
Gendis
⭐
59
Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments.
Route Optimizer Machine Learning
⭐
58
Route optimization solution which uses evolutionary algorithm with XGBoost model to optimize travel times.
Moead Py
⭐
57
A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)
Ealib
⭐
54
Evolutionary Algorithms Library
Gari
⭐
43
GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.
Jmetalsp
⭐
35
A framework for Big Data Optimization with multi-objective metaheuristics
Moe
⭐
34
Moe is a C++14 header-only dependency-free library providing generic implementations of some metaheuristic algorithms
Goga
⭐
31
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).
Map Elites
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23
Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization
Nodeo
⭐
22
Simple evolutionary algorithm in JavaScript in CommonJS format, for node.js and anything else.
Citius Invaders
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21
An old-style HTML5 arcade game for teaching genetic algorithms to kids, made with PhaserJS
Geneticsjs
⭐
21
Evolutionary algorithms library for the web 🧬
Revolver
⭐
21
A framework for building fast genetic algorithms in Swift.
Creatur
⭐
20
Framework for artificial life and other evolutionary algorithms.
Neuro Evolution
⭐
20
A project on improving Neural Networks performance by using Genetic Algorithms.
Simple Implementation Of Ml Algorithms
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17
My simplest implementations of common ML algorithms
Evoli
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16
Genetic Algorithm and Particle Swarm Optimization
Eva
⭐
14
A simple Java OOP evolutionary algorithm framework.
Nia
⭐
14
Nature Inspired Optimization Algorithms
Qopt
⭐
14
Quantum-inspired evolutionary algorithms for Optimization problems
Xtalopt
⭐
14
Official public repository for the XtalOpt crystallographic evolutionary algorithm
Ea.prover
⭐
14
Source code and obtained results for "Automatically Proving Mathematical Theorems with Evolutionary Algorithms and Proof Assistants"
Coadaptation
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14
Repository replicating the design- and behaviour-adaptation algorithm using reinforcement learning algorithm presented in the paper " Data-efficient Co-Adaptation of Morphology and Behaviour with Deep Reinforcement Learning"
Moeadr
⭐
14
R package MOEADr, a modular implementation of the Multiobjective Evolutionary Algorithm with Decomposition (MOEA/D) framework
Ears
⭐
13
EARS is a free and open-source Java-based framework for ranking, developing, and experimenting with single- and multi-objective evolutionary algorithms
Optimized Mdvrp
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13
"Using Genetic Algorithms for Multi-depot Vehicle Routing" paper implementation.
Evolutionary Optimization
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11
A collection of black-box optimizers with a focus on evolutionary algorithms
Datastructure And Algorithm
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11
Sorting and other algorithm. Implementation in C#
Evoopt
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11
Python implementation of state-of-art meta-heuristic and evolutionary optimization algorithms.
Optimum
⭐
10
Accessible and modern implementations of common optimization algorithms.
Evolutionary Container Loading
⭐
10
Container loading with evolutionary algorithms in Scala
Fingym
⭐
10
A tool for developing reinforcement learning algorithms focused in stock prediction
Itea
⭐
8
Interaction-Transformation Evolutionary Algorithm
Foa
⭐
8
Forest Optimization Algorithm - Matlab Code
Charibdeoptim.jl
⭐
8
Kgb Dmoea
⭐
8
A Python implementation of the Knowledge Guided Bayesian Dynamic Multi-Objective Evolutionary Algorithm (KGB-DMOEA)
Evovrp
⭐
8
Solving MDVRP using evolutionary algorithms.
Ntbea
⭐
8
N-Tuple Bandit Evolutionary Algorithm
Optimization Studies
⭐
8
Trading system optimization algorithm studies
Ee6227
⭐
8
EE6227 Genetic Algorithms & Machine Learning
Ocrtrain
⭐
7
(Over)fit OCR to your dataset with genetic algorithms. (outdated, ping for update)
The Shakespeare And Monkey Problem
⭐
7
Evolutionary Computing - Genetic Algorithm
Macop
⭐
7
Minimalist And Customisable Optimisation python Package
Graph_stitcher
⭐
7
Graph algorithms to merge two graphs based on stitching.
Duelist Algorithm Python
⭐
7
A Python implementation of the paper "Duelist Algorithm: An Algorithm Inspired by How Duelist Improve Their Capabilities in a Duel" https://arxiv.org/abs/1512.00708
Tiny_ga
⭐
7
Tiny Genetic Algorithm in Python
Osgiliath
⭐
7
Service Oriented Architecture for Evolutionary Algorithms
Eago
⭐
7
Evolutionary Algorithm implemented in Go
Evofuzzy
⭐
7
A Python implementation of the Differential Evolution algorithm for the optimization of Fuzzy Inference Systems.
Adaptivemodel Basedtransfer
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7
Adaptive Model-based Transfer Evolutionary Algorithm
Thefittest
⭐
6
Implementation of data mining methods that use evolutionary algorithms
Pyprs
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6
The python implementation of Partition-based Random Search for stochastic multi-objective optimization via simulation
Evolutionary Algorithm
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6
Slime Mould Algorithm A New Method For Stochastic Optimization
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6
In this paper, a new stochastic optimizer, which is called slime mould algorithm (SMA), is proposed based upon the oscillation mode of slime mould in nature. The proposed SMA has several new features with a unique mathematical model that uses adaptive weights to simulate the process of producing positive and negative feedback of the propagation wave of slime mould based on bio-oscillator to form the optimal path for connecting food with excellent exploratory ability and exploitation propensity.
Cimethods
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6
Teaching materials for the seminar on Application of Computational Intelligence Methods
Genemo
⭐
6
Simple to use genetic algorithm library
Evolutionary_keras
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6
An evolutionary algorithm implementation for Keras
Op Solver
⭐
6
Algorithms for the Orienteering Problem
Python Genetic
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6
Genetic algorithm to solve np-complete maximization problems. Originally intended for fantasy sports.
Spea2 Icoptimizer
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6
A high-level implementation of SPEA2 evolutionary algorithm on IC optimization
Multiobjective_symbolic_regression
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6
This is a Python library that implements a Multi-objective Symbolic Regression algorithm. It can be used as a Machine Learning algorithm to create predictive models in the form of mathematical expressions.
Knapsack Packing
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6
Evolutionary Algorithm for the 2D Packing Problem combined with the 0/1 Knapsack Problem (Master Thesis)
Edo
⭐
6
A library for generating artificial datasets through genetic evolution.
Darwin.js
⭐
6
A JavaScript framework for evolutionary algorithms
Fuel
⭐
6
Functional Evolutionary Algorithms
Jenetics
⭐
6
Genetic Algorithm Framework in JS
Trefle
⭐
5
Trefle is a scikit-learn compatible estimator implementing the FuzzyCoCo algorithm that uses a cooperative coevolution algorithm to find and build interpretable fuzzy systems.
Leac
⭐
5
LEAC: A C++ Library of Evolutionary Algorithms for Clustering
Wallace
⭐
5
Framework for distributed evolutionary algorithms
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