evolutionary-algorithm

There are 16 repositories under evolutionary-algorithm topic.

rhiever / Data-Analysis-and-Machine-Learning-Projects
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
data-analysis data-science evolutionary-algorithm ipython-notebook machine-learning python
Language:Jupyter Notebook 6070
MorvanZhou / Evolutionary-Algorithm
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
distributed-es es evolution-strategies evolution-strategy evolutionary-algorithm genetic-algorithm machine-learning microbial-ga microbial-genetic-algorithm neat nes neural-nets neural-network neuroevolution openai python reinforcement-learning travel-sale-problem travel-sales-problem tutorial
Language:Python 1191
facebookexperimental / Robyn
Robyn is an experimental, AI/ML-powered and open sourced Marketing Mix Modeling (MMM) package from Meta Marketing Science. Our mission is to democratise modeling knowledge, inspire the industry through innovation, reduce human bias in the modeling process & build a strong open source marketing science community.
adstocking budget-allocation cost-response-curve econometrics evolutionary-algorithm gradient-based-optimisation hyperparameter-optimization marketing-mix-modeling marketing-mix-modelling marketing-science mmm ridge-regression
Language:Jupyter Notebook 1122
self-parking-car-evolution
trekhleb / self-parking-car-evolution
🧬 Training the car to do self-parking using a genetic algorithm
cannon-js cannonjs evolutionary-algorithm evolutionary-algorithms genetic-algorithm genetics self-driving-car three-js threejs
Language:TypeScript 729
invaderz
victorqribeiro / invaderz
Space invaders, but the invaders evolve with genetic algorithm
evolution evolutionary-algorithm game genetic-algorithm javascript space-invaders
Language:JavaScript 708
100 / Solid
🎯 A comprehensive gradient-free optimization framework written in Python
metaheuristics optimization optimization-algorithms python algorithm library machine-learning machine-learning-algorithms artificial-intelligence stochastic-optimizers discrete-optimization continuous-optimization genetic-algorithm evolutionary-algorithm genetic-algorithm-framework simulated-annealing particle-swarm-optimization hill-climbing tabu-search harmony-search
Language:Python 576
KaHIP
KaHIP / KaHIP
KaHIP -- Karlsruhe HIGH Quality Partitioning.
algorithm-engineering algorithms cpp edge-partitioning-algorithms evolutionary-algorithm graph graph-partitioning load-balancer partitioning partitioning-algorithms process-mapping python sharding
Language:C++ 385
colgreen / sharpneat
SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.
ai evolution evolutionary-algorithm evolutionary-computation neat neural-network neural-networks neuroevolution reinforcement-learning sharpneat
Language:C# 379
rhiever / optimal-roadtrip-usa
Contains maps for the article, "Computing the optimal road trip across the U.S." and similar articles
road-trip optimization evolutionary-algorithm google-maps-api
Language:HTML 230
olmallet81 / GALGO-2.0
Genetic Algorithm in C++ with template metaprogramming and abstraction for constrained optimization
genetic-algorithm metaprogramming mutations chromosome cpp11 evolutionary-algorithm cross
Language:C++ 214
geppy
ShuhuaGao / geppy
A framework for gene expression programming (an evolutionary algorithm) in Python
gene-expression-programming genetic-programming evolutionary-algorithm gep symbolic-regression system-identification evolutionary-computation
Language:Python 204
TAMS-Group / bio_ik
MoveIt kinematics_base plugin based on particle optimization & GA
artificial-intelligence bio-ik convex-optimization evolutionary-algorithm genetic-algorithm ik-solver inverse-kinematics moveit non-convex-optimization optimization particle-swarm-optimization robot-control robot-motion-planning robotics ros
Language:C++ 201
godatadriven / evol
a python grammar for evolutionary algorithms and heuristics
heuristics evolutionary-algorithm pythonic artificial-intelligence
Language:Python 187
sferes2 / sferes2
A lightweight, generic C++11 framework for evolutionary computation
evolutionary-robotics evolutionary-algorithm evolutionary-computation optimization-framework optimization-library
Language:C++ 161
soypat / mu8
Genetic algorithm for unsupervised machine learning in Go.
algorithm evolutionary-algorithm genetic-algorithm genetic-algorithms go go-generics golang golang-generics island-model machine-learning optimization optimization-algorithms unsupervised-machine-learning
Language:Go 120
csxeba / brainforge
A Neural Networking library based on NumPy only
artificial-neural-networks evolutionary-algorithm machine-learning convolutional-neural-networks recurrent-neural-networks deep-learning
Language:Python 113
renatoosousa / GeneticAlgorithmForFeatureSelection
Search the best feature subset for you classification mode
genetic-algorithm feature-selection evolutionary-algorithms evolutionary-algorithm genetic-optimization-algorithm machine-learning machinelearning classifier genetic-programming genetic-algorithm-framework
Language:Python 104
paradiseo
nojhan / paradiseo
An evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers
paradiseo solvers metaheuristics evolutionary-algorithm parallelization algorithm cpp cpp17 framework optimization search-heuristics optimization-algorithms
Language:C++ 96
moshesipper / tiny_gp
Tiny Genetic Programming in Python
genetic-algorithm evolutionary-algorithms evolutionary-computation evolutionary-algorithm evolution evolutionary genetic-programming python evolution-simulation tiny-genetic-programming genetic-programming-algorithm
Language:Python 95
keurfonluu / stochopy
Python library for stochastic numerical optimization
stochastic-optimization differential-evolution cmaes mcmc parallel evolutionary-algorithm pso
Language:Python 92
opendilab / DIgging
Decision Intelligence for digging best parameters in target environment.
searching bayesian-optimization evolutionary-algorithm reinforcement-learning
Language:Python 90
mbelmadani / moead-py
A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)
algorithm multiobjective-optimization evolutionary-algorithm decomposition nsga-ii moead deap
Language:Python 76
sg-nm / cgp-cnn
A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)
deep-learning python chainer pytorch evolutionary-algorithm genetic-algorithm
Language:Python 75
sg-nm / Evolutionary-Autoencoders
Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search (ICML 2018)
deep-learning python pytorch evolutionary-algorithm image-inpainting
Language:Python 72
PerdonLiu / CSE-Autoloss
Seach Losses of our paper 'Loss Function Discovery for Object Detection via Convergence-Simulation Driven Search', accepted by ICLR 2021.
automl object-detection evolutionary-algorithm loss-function
Language:Python 57
albert-espin / knapsack-packing
Evolutionary Algorithm for the 2D Packing Problem combined with the 0/1 Knapsack Problem (Master Thesis)
knapsack-problem evolutionary-algorithm knapsack-packing algorithm algorithms packing packing-algorithm knapsack knapsack01 irregular-packing genetic-algorithm genetic-algorithms polygons 2d-packing python geometric evolutionary artificial-intelligence optimization optimization-algorithms
Language:Python 54
ccssmnn / hego
Metaheuristics / Blackbox Optimization Algorithms for Go: Simulated Annealing, Genetic Algorithm, Ant Colony Optimization, Tabu Search, Particle Swarm Optimization ...
optimization-algorithms optimization genetic-algorithm evolutionary-algorithm simulated-annealing ant-colony-optimization go tabu-search particle-swarm-optimization
Language:Go 54
sg-nm / cgp-cnn-PyTorch
A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)
python deep-learning genetic-algorithm evolutionary-algorithm pytorch
Language:Python 46
cpmech / goga
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).
genetic-algorithm evolutionary-algorithms evolutionary-computation evolutionary-algorithm optimization optimizer optimisation hacktoberfest hacktoberfest2019
Language:Go 44
mattruzicka / evolvable
An evolutionary computation framework
evolutionary-computing evolutionary-computation evolutionary-algorithm ruby genetic-algorithm
Language:Ruby 42
jakobbossek / ecr2
ecr: Evolutionary Computation in R (version 2)
evolutionary-algorithms optimization-framework evolutionary-strategy genetic-algorithm-framework r-package r multi-objective-optimization evolutionary-algorithm optimization metaheuristics combinatorial-optimization
Language:R 41
moshesipper / Applied-Machine-Learning-Course
This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.
artificial-intelligence course deep-learning deep-neural-networks deeplearning evolutionary-algorithm evolutionary-algorithms evolutionary-computation genetic-algorithm machine-learning machine-learning-algorithms machinelearning artificial-neural-networks genetic-programming
Language:Python 41
EDAspy
VicentePerezSoloviev / EDAspy
Estimation of Distribution algorithms Python package
estimation-distribution-algorithm evolutionary-algorithm bayesian-network gaussian-distribution optimization time-series feature-engineering feature-selection hyperparameter-tuning machine-learning python emna speda egna umda continuous-optimization keda boa pbil
Language:Jupyter Notebook 40
xtalopt / XtalOpt
Official public repository for the XtalOpt crystallographic multi-objective evolutionary algorithm
crystal-structure prediction-algorithm evolutionary-algorithm crystal-structure-prediction multi-objective-optimization
Language:C++ 38
bzantium / EA-LSTM
EA-LSTM: Evolutionary attention-based LSTM for time series prediction
evolutionary-algorithm lstm-neural-network time-series
Language:Python 34
tonykero / Moe
[OLD] Moe is a C++14 header-only dependency-free library providing generic implementations of some metaheuristic algorithms
c-plus-plus genetic-algorithm fitness-score optimization metaheuristic evolutionary-algorithm library machine-learning generic c-plus-plus-14 differential-evolution particle-swarm-optimization simulated-annealing
Language:C++ 34