Search Results - RepositoryStats

63

1.0k

apache-2.0

17

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

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

eaopt MaxHalford

96

890

mit

32

: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 9 months ago

pygmo2 esa

57

455

mpl-2.0

11

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

607 commits to master branch, last one 4 months ago

sharpneat colgreen

100

395

other

41

SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.

ai neat evolution sharpneat neural-network neuroevolution neural-networks evolutionary-algorithm reinforcement-learning evolutionary-computation

Created 2016-02-06

1,443 commits to main branch, last one 2 months ago

evox EMI-Group

37

225

bsd-3-clause

5

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

gym jax ray brax metaheuristics neuroevolution gpu-acceleration black-box-optimization evolutionary-algorithms evolutionary-strategies evolutionary-computation evolutionary-optimization gradient-free-optimization derivative-free-optimization multi-objective-optimization population-based-optimization evolutionary-reinforcement-learinig

Created 2022-07-27

1,253 commits to main branch, last one 15 days ago

pyribs icaros-usc

38

213

mit

14

A bare-bones Python library for quality diversity optimization.

cma-es python map-elites openai-gym optimization deep-learning quality-diversity artificial-intelligence evolutionary-algorithms evolutionary-computation

Created 2020-09-10

465 commits to master branch, last one 2 days ago

geppy ShuhuaGao

76

209

lgpl-3.0

10

A framework for gene expression programming (an evolutionary algorithm) in Python

gep genetic-programming symbolic-regression system-identification evolutionary-algorithm evolutionary-computation gene-expression-programming

Created 2018-07-20

58 commits to master branch, last one 2 years ago

sel GrammaTech

22

170

other

23

Programmatic modification and evaluation of software

source-code program-synthesis software-engineering evolutionary-computation

Created 2017-12-01

7,452 commits to master branch, last one about a month ago

sferes2 sferes2

36

163

other

23

A lightweight, generic C++11 framework for evolutionary computation

optimization-library evolutionary-robotics evolutionary-algorithm optimization-framework evolutionary-computation

Created 2014-04-14

265 commits to master branch, last one 3 years ago

talk-generator korymath

9

124

mit

8

talk-generator is capable of generating coherent slide decks based on a single topic suggestion.

art python python3 funny-experiments evolutionary-computation

Created 2018-07-03

1,101 commits to master branch, last one about a year ago

DistributedEvolutionaryComputation Evolutionary-Intelligence

34

123

cc0-1.0

3

A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distrib...

nas automl swarm-robotics machine-learning genetic-algorithm swarm-intelligence genetic-programming evolutionary-robotics ant-colony-optimization artificial-intelligence evolutionary-algorithms evolutionary-strategies optimization-algorithms evolutionary-computation particle-swarm-optimization parallel-evolutionary-algorithms distributed-artificial-intelligence distributed-evolutionary-algorithms

Created 2021-01-26

3,072 commits to main branch, last one 3 days ago

nsgaiii lmarti

51

111

lgpl-3.0

10

An implementation of NSGA-III in Python.

nsga-iii evolutionary-algorithms evolutionary-computation many-objective-optimization multiobjective-optimization

Created 2016-01-01

17 commits to master branch, last one 6 months ago

tiny_gp moshesipper

37

98

gpl-3.0

7

Tiny Genetic Programming in Python.

python evolution evolutionary genetic-algorithm genetic-programming evolution-simulation evolutionary-algorithm evolutionary-algorithms evolutionary-computation tiny-genetic-programming genetic-programming-algorithm

Created 2019-02-22

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

evoxbench EMI-Group

16

94

apache-2.0

6

Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.

nasbench evolutionary-algorithms evolutionary-computation neural-architecture-search multi-objective-optimization

Created 2022-08-10

108 commits to main branch, last one 3 months ago

EC-KitY EC-KitY

18

93

bsd-3-clause

5

EC-KitY: A scikit-learn-compatible Python tool kit for doing evolutionary computation.

python sklearn scikit-learn machine-learning genetic-algorithms genetic-programming symbolic-regression evolutionary-algorithms evolutionary-computation

Created 2021-11-29

581 commits to develop branch, last one 8 days ago

MABE Hintzelab

24

78

other

13

Modular Agent Based Evolution Framework

agent-based wire-brains markov-brains digital-evolution genetic-algorithm genetic-programming evolutionary-algorithms evolutionary-computation

Created 2017-06-10

1,099 commits to master branch, last one 2 years ago

pyshgp erp12

23

74

mit

7

Push Genetic Programming in Python.

python machine-learning software-synthesis genetic-programming programming-by-example artificial-intelligence evolutionary-algorithms evolutionary-computation

Created 2016-06-13

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

DeepHyperNEAT flxsosa

15

72

apache-2.0

5

A public python implementation of the DeepHyperNEAT system for evolving neural networks. Developed by Felix Sosa and Kenneth Stanley. See paper here: https://eplex.cs.ucf.edu/papers/sosa_ugrad_report1...

neat brain evolution hyperneat deephyperneat neuroevolution neural-networks genetic-algorithm artificial-intelligence evolutuonary-algorithms evolutionary-computation

Created 2018-02-21

98 commits to master branch, last one 3 years ago

evvo evvo-labs

4

65

apache-2.0

5

Solve multi-objective optimization problems with distributed evolutionary algorithms

evolution scala-library evolutionary-algorithms evolutionary-computation

Created 2019-02-06

351 commits to master branch, last one 4 years ago

Chips-n-Salsa cicirello

37

60

gpl-3.0

2

A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms

Created 2020-06-17

2,534 commits to master branch, last one 4 days ago

Pearl 0xprofessooor

1

54

mit

2

Adaptable tools to make reinforcement learning and evolutionary computation algorithms.

pearl python pytorch research reinforcement-learning evolutionary-algorithms evolutionary-computation model-based-reinforcement-learning

Created 2021-09-08

609 commits to main branch, last one 2 years ago

EvolutionaryComputation-A-Modern-Perspective-ECAMP Evolutionary-Intelligence

15

48

cc0-1.0

5

Evolutionary Computation (EC): A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: from 2023 to 2027).