Search Results - RepositoryStats

120

3.8k

mit

43

Generate high-quality triangulated and polygonal art from images.

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

Created 2021-04-02

100 commits to main branch, last one 2 years ago

PySR MilesCranmer

198

2.1k

apache-2.0

26

High-Performance Symbolic Regression in Python and Julia

julia numpy automl python symbolic algorithm data-science scikit-learn explainable-ai interpretable-ml machine-learning genetic-algorithm equation-discovery distributed-systems symbolic-regression evolutionary-algorithms

Created 2020-09-14

2,347 commits to master branch, last one 7 days ago

geatpy geatpy-dev

725

2.0k

lgpl-3.0

46

Evolutionary algorithm toolbox and framework with high performance for Python

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

Created 2018-08-23

397 commits to master branch, last one 27 days ago

GeneticAlgorithmPython ahmedfgad

451

1.8k

bsd-3-clause

28

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

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

Created 2018-12-11

466 commits to master branch, last one 2 months ago

PlatEMO BIMK

451

1.5k

unknown

45

Evolutionary multi-objective optimization platform

matlab evolutionary-algorithms multi-objective-optimization

Created 2018-10-12

338 commits to master branch, last one 5 days ago

Applying_EANNs ArztSamuel

354

1.4k

mit

111

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 modifie...

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

Created 2017-04-09

15 commits to master branch, last one 6 years ago

vizier google

71

1.2k

apache-2.0

20

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

grpc google tuning vizier algorithm open-source optimization deep-learning machine-learning tuning-parameters distributed-systems bayesian-optimization blackbox-optimization distributed-computing hyperparameter-tuning evolutionary-algorithms hyperparameter-optimization

Created 2022-02-16

1,077 commits to main branch, last one a day ago

evotorch nnaisense

60

986

apache-2.0

16

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

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

Created 2022-08-08

71 commits to master branch, last one 14 days ago

eaopt MaxHalford

98

877

mit

31

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

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

Created 2016-01-31

348 commits to master branch, last one 3 months ago

jenetics jenetics

150

831

apache-2.0

39

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

java java21 optimization metaheuristics machine-learning genetic-algorithm parallel-algorithm genetic-programming evolutionary-strategy grammatical-evolution artificial-intelligence evolutionary-algorithms multiobjective-optimization

Created 2013-12-21

12,211 commits to master branch, last one 24 days ago

pagmo2 esa

159

801

gpl-3.0

34

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

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

Created 2017-01-08

4,613 commits to master branch, last one 4 months ago

optim kthohr

131

787

apache-2.0

38

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

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

Created 2017-06-14

307 commits to master branch, last one 2 months ago

self-parking-car-evolution trekhleb

80

719

mit

16

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

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

Created 2021-05-13

493 commits to master branch, last one about a year ago

FEDOT aimclub

84

618

bsd-3-clause

10

Automated modeling and machine learning framework FEDOT

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

Created 2020-01-13

876 commits to master branch, last one 14 days ago

SymbolicRegression.jl MilesCranmer

68

560

apache-2.0

15

Distributed High-Performance Symbolic Regression in Julia

julia sciml automl symbolic data-science explainable-ai interpretable-ml machine-learning genetic-algorithm equation-discovery distributed-systems symbolic-regression symbolic-computation evolutionary-algorithms

Created 2021-01-14

2,575 commits to master branch, last one 13 days ago

AgileRL AgileRL

40

538

apache-2.0

7

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

Created 2023-03-01

1,516 commits to main branch, last one 4 days ago

EvoMaster WebFuzzing

77

449

lgpl-3.0

23

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 ...

grpc java rest fuzzer kotlin thrift fuzzing graphql rpc-api testing api-rest api-testing test-case-generation evolutionary-algorithms search-based-software-testing

Created 2017-05-25

9,949 commits to master branch, last one 2 days ago

EvoloPy 7ossam81

222

435

apache-2.0

23

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

framework optimization metaheuristics swarm-intelligence evolutionary-algorithms

Created 2016-05-18

197 commits to master branch, last one about a month ago

LifeEngine MaxRobinsonTheGreat

115

432

gpl-3.0

14

The Life Engine

simulation evolutionary-algorithms

Created 2020-06-30

197 commits to master branch, last one 8 months ago

pygmo2 esa

55

414

mpl-2.0

10

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

island-model optimization meta-heuristic meta-heuristics parallel-computing parallel-processing optimization-methods optimization-problem evolutionary-strategy artificial-intelligence evolutionary-algorithms optimization-algorithms stochastic-optimization evolutionary-computation multiobjective-optimization

Created 2020-01-07

602 commits to master branch, last one 4 months ago

kahypar kahypar

89

403

gpl-3.0

19

KaHyPar (Karlsruhe Hypergraph Partitioning) is a multilevel hypergraph partitioning framework providing direct k-way and recursive bisection based partitioning algorithms that compute solutions of ver...

cpp graph graphs hypergraph hypergraphs partitioning graph-algorithms papers-with-code graph-partitioning algorithm-engineering evolutionary-algorithms hypergraph-partitioning partitioning-algorithms

Created 2016-09-23

3,108 commits to master branch, last one 6 months ago

Circle-Evolution ahmedkhalf

45

351

gpl-3.0

10

Evolutionary Art Using Circles in Python

art circles evolutionary-art genetic-algorithm evolutionary-algorithms

Created 2020-05-14

72 commits to develop branch, last one 3 years ago

EvoSkeleton Nicholasli1995

44

331

mit

12

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

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

Created 2020-02-28

96 commits to master branch, last one 2 years ago

Evolutionary.jl wildart

61

321

other

8

Evolutionary & genetic algorithms for Julia

cmaes julia optimisation optimization pareto-front genetic-algorithm genetic-programming evolution-strategies differential-evolution evolutionary-algorithms multiobjective-optimization

Created 2014-09-08

199 commits to master branch, last one about a year ago

Grokking-Artificial-Intelligence-Algorithms rishal-hurbans

106

305

agpl-3.0

11

The official code repository supporting the book, Grokking Artificial Intelligence Algorithms

ai python algorithm q-learning machine-learning search-algorithm genetic-algorithm linear-regression reinforcement-learning ant-colony-optimization evolutionary-algorithms classification-algorithm machine-learning-algorithms particle-swarm-optimization

Created 2019-05-29

35 commits to master branch, last one 2 years ago

Sklearn-genetic-opt rodrigo-arenas

73

284

mit

5

ML hyperparameters tuning and features selection, using evolutionary algorithms.

Created 2020-01-18

486 commits to master branch, last one about a month ago

Hypernets DataCanvasIO

40

260

apache-2.0

19

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

nas enas mcts keras autodl automl nasnet hyperparameter-tuning reinforcement-learning evolutionary-algorithms monte-carlo-tree-search neural-architecture-search hyperparameter-optimization

Created 2020-06-22

1,333 commits to master branch, last one 6 days ago

sparse-evolutionary-artificial-neural-networks dcmocanu

62

241

mit

23

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 boos...

sparsity scalability deep-learning randomization classification neuroevolution sparse-training complex-networks generative-models deep-learning-papers deep-neural-networks multi-layer-perceptron scalable-deep-learning sparse-neural-networks evolutionary-algorithms deep-learning-algorithms artificial-neural-networks adaptive-sparse-connectivity restricted-boltzmann-machine sparse-evolutionary-training

Created 2018-03-02

26 commits to master branch, last one 2 years ago

geneticalgorithm rmsolgi

74

239

other

4

Genetic Algorithm Package for Python

python optimization genetic-algorithm black-box-optimization evolutionary-algorithms

Created 2020-05-01

90 commits to master branch, last one 3 years ago

zoofs jaswinder9051998

45

236

apache-2.0

4

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 ea...

python grey-wolf optimization particle-swarm machinelearning machine-learning subset-selection feature-selection genetic-algorithm optimization-tools grey-wolf-optimizer supervised-learning optimization-methods evolutionary-algorithms optimization-algorithms machine-learning-algorithms particle-swarm-optimization

Created 2020-07-11

264 commits to master branch, last one about a year ago