evolutionary-algorithms
There are 1509 repositories under evolutionary-algorithms topic.
rh12503/triangula
Generate high-quality triangulated and polygonal art from images.
MilesCranmer/PySR
High-Performance Symbolic Regression in Python and Julia
ahmedfgad/GeneticAlgorithmPython
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
geatpy-dev/geatpy
Evolutionary algorithm toolbox and framework with high performance for Python
BIMK/PlatEMO
Evolutionary multi-objective optimization platform
google/vizier
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
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.
EMI-Group/evox
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
nnaisense/evotorch
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
MaxHalford/eaopt
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
esa/pagmo2
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
jenetics/jenetics
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
kthohr/optim
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
AgileRL/AgileRL
Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools, with 10x faster training through evolutionary hyperparameter optimization.
trekhleb/self-parking-car-evolution
š§¬ Training the car to do self-parking using a genetic algorithm
MilesCranmer/SymbolicRegression.jl
Distributed High-Performance Symbolic Regression in Julia
aimclub/FEDOT
Automated modeling and machine learning framework FEDOT
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).
MaxRobinsonTheGreat/LifeEngine
The Life Engine
esa/pygmo2
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
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.
7ossam81/EvoloPy
EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.
rishal-hurbans/Grokking-Artificial-Intelligence-Algorithms
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
ahmedkhalf/Circle-Evolution
Evolutionary Art Using Circles in Python
rodrigo-arenas/Sklearn-genetic-opt
ML hyperparameters tuning and features selection, using evolutionary algorithms.
wildart/Evolutionary.jl
Evolutionary & genetic algorithms for Julia
Nicholasli1995/EvoSkeleton
Official project website for the CVPR 2020 paper (Oral Presentation) "Cascaded deep monocular 3D human pose estimation wth evolutionary training data"
SakanaAI/evo-memory
Code to train and evaluate Neural Attention Memory Models to obtain universally-applicable memory systems for transformers.
alirezamika/evostra
A fast Evolution Strategy implementation in Python
DataCanvasIO/Hypernets
A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.
DylanCope/Evolving-Protozoa
An interactive environment where protozoa-like entities live, die, and have offspring whose behaviours and morphologies can change.
rmsolgi/geneticalgorithm
Genetic Algorithm Package for Python
Evolutionary-Intelligence/pypop
[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants (from evolutionary computation, swarm intelligence, statistics, operations research, machine learning, mathematical optimization, meta-heuristics, auto-control etc.). [https://jmlr.org/papers/v25/23-0386.html]
lmarti/evolutionary-computation-course
Jupyter/IPython notebooks about evolutionary computation.
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).
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.