27 results found Sort:

nnaisense
evotorch nnaisense
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 15 days ago
MaxHalford
eaopt MaxHalford
96
889
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 8 months ago
esa
pygmo2 esa
56
450
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 3 months ago
colgreen
sharpneat colgreen
100
388
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 about a month ago
icaros-usc
pyribs icaros-usc
36
212
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
460 commits to master branch, last one 4 months ago
EMI-Group
evox EMI-Group
37
212
bsd-3-clause
3
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
1,243 commits to main branch, last one 2 days ago
ShuhuaGao
geppy ShuhuaGao
76
206
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 about a year ago
GrammaTech
sel GrammaTech
21
167
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 29 days ago
sferes2
sferes2 sferes2
36
162
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
korymath
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
Evolutionary-Intelligence
DistributedEvolutionaryComputation Evolutionary-Intelligence
34
121
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-algorithms 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
3,038 commits to main branch, last one 6 days ago
lmarti
nsgaiii lmarti
50
109
lgpl-3.0
9
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 5 months ago
moshesipper
tiny_gp moshesipper
37
97
gpl-3.0
6
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
EC-KitY
EC-KitY EC-KitY
18
92
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
456 commits to develop branch, last one 3 months ago
EMI-Group
evoxbench EMI-Group
16
90
apache-2.0
5
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 2 months ago
Hintzelab
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
erp12
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
flxsosa
DeepHyperNEAT flxsosa
15
71
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-labs
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
cicirello
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
hbss java vbss adaptive mutation scheduling local-search optimization permutations hill-climbing metaheuristics multithreading search-algorithm genetic-algorithm parallel-computing simulated-annealing stochastic-sampling discrete-optimization randomized-heuristics evolutionary-computation
Created 2020-06-17
2,525 commits to master branch, last one 2 days ago
09tangriro
Pearl 0xprofessooor
1
53
mit
1
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
aliasgharheidaricom
Harris-Hawks-Optimization-Algorithm-and-Applications aliasgharheidaricom
12
51
mit
4
Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/S0167739X18313530. In this paper, a novel population-based, nature...
modeling engineering optimization metaheuristics computer-science swarm-intelligence evolutionary-strategy artificial-intelligence evolutionary-algorithms optimization-algorithms evolutionary-computation computational-intelligence algorithms-and-data-structures
Created 2019-03-04
24 commits to master branch, last one 3 months ago
Evolutionary-Intelligence
EC-A-Modern-Perspective Evolutionary-Intelligence
11
46
cc0-1.0
5
Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (1st Edition: from 2023 to 2027).
neuroevolution machine-learning quality-diversity genetic-algorithms swarm-intelligence genetic-programming evolution-strategies evolutionary-learning evolutionary-robotics bio-inspired-computing artificial-intelligence evolutionary-algorithms evolutionary-computation bio-inspired-optimization evolutionary-optimization population-based-optimization
Created 2023-07-11
740 commits to main branch, last one about a month ago
moshesipper
Applied-Machine-Learning-Course moshesipper
6
41
unknown
3
This course covers the applied side of algorithmics in machine learning, with some deep learning and evolutionary algorithms thrown in as well.
course deeplearning deep-learning machinelearning machine-learning genetic-algorithm genetic-programming deep-neural-networks evolutionary-algorithm artificial-intelligence evolutionary-algorithms evolutionary-computation artificial-neural-networks machine-learning-algorithms
Created 2022-06-15
365 commits to main branch, last one 15 days ago
mohyunho
NAS_transformer mohyunho
6
40
apache-2.0
2
Evolutionary Neural Architecture Search on Transformers for RUL Prediction
cmapss ngboost prognostics transformers rul-prediction predictive-maintenance evolutionary-algorithms evolutionary-computation transformer-architecture neural-architecture-search prognostics-health-management remaining-useful-life-prediction
Created 2022-12-07
18 commits to main branch, last one about a year ago
heal-research
HeuristicLab heal-research
16
38
gpl-3.0
16
HeuristicLab - An environment for heuristic and evolutionary optimization
research genetic-programming symbolic-regression evolutionary-computation
Created 2022-03-21
8,915 commits to main branch, last one 8 months ago
GMC-DRL
Awesome-MetaBBO GMC-DRL
0
28
unknown
2
A collection of MetaBBO papers and code sources
metabbo learning-to-optimize black-box-optimization evolutionary-computation
Created 2024-10-06
122 commits to main branch, last one 7 days ago