evolutionary-algorithm

There are 17 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 6535
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.
marketing-mix-modeling marketing-mix-modelling mmm marketing-science econometrics adstocking cost-response-curve budget-allocation hyperparameter-optimization evolutionary-algorithm ridge-regression gradient-based-optimisation
Language:Jupyter Notebook 1366
MorvanZhou / Evolutionary-Algorithm
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
evolutionary-algorithm genetic-algorithm neuroevolution microbial-genetic-algorithm travel-sale-problem evolution-strategy es reinforcement-learning neural-network microbial-ga neat neural-nets python travel-sales-problem nes evolution-strategies openai distributed-es machine-learning tutorial
Language:Python 1229
shyamsaktawat / OpenAlpha_Evolve
OpenAlpha_Evolve is an open-source Python framework inspired by the groundbreaking research on autonomous coding agents like DeepMind's AlphaEvolve.
alphafold evolutionary-algorithms google discovery evolution-computing evolutionary-algorithm genetic-algorithm iterative-methods optimize alphacode coding-agent distributed-evolutionary-algorithms iterative-refinement llm-engineering llm-ensemble llm-inference openevolve
Language:Python 933
self-parking-car-evolution
trekhleb / self-parking-car-evolution
🧬 Training the car to do self-parking using a genetic algorithm
threejs three-js cannonjs cannon-js evolutionary-algorithms evolutionary-algorithm genetic-algorithm self-driving-car genetics
Language:TypeScript 754
invaderz
victorqribeiro / invaderz
Space invaders, but the invaders evolve with genetic algorithm
genetic-algorithm space-invaders game javascript evolution evolutionary-algorithm
Language:JavaScript 712
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 579
KaHIP
KaHIP / KaHIP
KaHIP -- Karlsruhe HIGH Quality Partitioning.
graph partitioning graph-partitioning evolutionary-algorithm load-balancer sharding edge-partitioning-algorithms algorithms partitioning-algorithms cpp algorithm-engineering process-mapping python
Language:C++ 463
matiasmolinas / evolving-agents
Your toolkit for autonomous, evolving agent ecosystems. Create, execute, govern, and evolve agents that learn from experience, collaborate, build new capabilities, and operate safely within defined guardrails.
agents ai aiagents evolution evolutionary-algorithm governance
Language:Python 443
colgreen / sharpneat
SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.
ai evolutionary-computation reinforcement-learning neural-network neat sharpneat evolution evolutionary-algorithm neuroevolution neural-networks
Language:C# 410
shobrook / promptimal
A very fast, very minimal prompt optimizer
prompt-engineering prompt-learning prompt-tuning evolutionary-algorithm genetic-algorithm prompt-optimization
Language:Python 292
TAMS-Group / bio_ik
MoveIt kinematics_base plugin based on particle optimization & GA
bio-ik ik-solver optimization inverse-kinematics moveit ros genetic-algorithm evolutionary-algorithm particle-swarm-optimization non-convex-optimization convex-optimization robot-control robot-motion-planning artificial-intelligence robotics
Language:C++ 247
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 231
pkalivas / radiate
A fast and flexible evolution engine for implementing artificial evolution and genetic programming techniques
artificial-intelligence evolutionary-algorithm evolutionary-algorithms genetic-algorithm genetic-engine genetic-programming neat neuroevolution python rust
Language:Rust 227
olmallet81 / GALGO-2.0
Genetic Algorithm in C++ with template metaprogramming and abstraction for constrained optimization
chromosome cpp11 cross evolutionary-algorithm genetic-algorithm metaprogramming mutations
Language:C++ 221
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 218
godatadriven / evol
a python grammar for evolutionary algorithms and heuristics
heuristics evolutionary-algorithm pythonic artificial-intelligence
Language:Python 191
sferes2 / sferes2
A lightweight, generic C++11 framework for evolutionary computation
evolutionary-algorithm evolutionary-computation evolutionary-robotics optimization-framework optimization-library
Language:C++ 170
soypat / mu8
Genetic algorithm for unsupervised machine learning in Go.
genetic-algorithm machine-learning algorithm go-generics golang-generics genetic-algorithms island-model optimization optimization-algorithms unsupervised-machine-learning go golang evolutionary-algorithm
Language:Go 128
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++ 117
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
classifier evolutionary-algorithm evolutionary-algorithms feature-selection genetic-algorithm genetic-algorithm-framework genetic-optimization-algorithm genetic-programming machine-learning machinelearning
Language:Python 112
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 105
keurfonluu / stochopy
Python library for stochastic numerical optimization
stochastic-optimization differential-evolution cmaes mcmc parallel evolutionary-algorithm pso
Language:Python 100
opendilab / DIgging
Decision Intelligence for digging best parameters in target environment.
searching bayesian-optimization evolutionary-algorithm reinforcement-learning
Language:Python 89
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 81
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 76
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
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 62
mattruzicka / evolvable
An evolutionary computation framework for Ruby
evolutionary-computing evolutionary-computation evolutionary-algorithm ruby genetic-algorithm
Language:Ruby 62
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 60
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
Evolutionary-Intelligence / EvolutionaryComputation-A-Modern-Perspective-ECAMP
Evolutionary Computation: A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: from 2023 to 2027).
artificial-intelligence machine-learning evolutionary-computation artificial-life evolutionary-algorithm neuroevolution evolution-strategy genetic-algorithm genetic-programming meta-evolution quality-diversity evolutionary-robotics global-optimization
55
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.
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 54
asarnaout / OpenGeneticAlgorithm.NET
An extensible .NET genetic algorithm library for optimization and artificial intelligence - Evolutionary computation and complex problem solving made simple
artificial-intelligence csharp dotnet evolutionary-algorithm genetic-algorithm metaheuristic optimization-algorithms
Language:C# 51
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 47