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Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
Created
2022-08-08
63 commits to master branch, last one 7 months ago
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
Created
2016-01-31
348 commits to master branch, last one 2 months ago
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 3 months ago
SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.
Created
2016-02-06
1,438 commits to main branch, last one 4 months ago
A bare-bones Python library for quality diversity optimization.
Created
2020-09-10
444 commits to master branch, last one about a month ago
A framework for gene expression programming (an evolutionary algorithm) in Python
Created
2018-07-20
58 commits to master branch, last one about a year ago
Programmatic modification and evaluation of software
Created
2017-12-01
7,317 commits to master branch, last one 2 months ago
A lightweight, generic C++11 framework for evolutionary computation
Created
2014-04-14
265 commits to master branch, last one 3 years ago
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
1,099 commits to main branch, last one 7 days ago
talk-generator is capable of generating coherent slide decks based on a single topic suggestion.
Created
2018-07-03
1,101 commits to master branch, last one 8 months ago
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
2,467 commits to main branch, last one 3 days ago
Tiny Genetic Programming in Python
Created
2019-02-22
64 commits to master branch, last one about a year ago
EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.
Created
2021-11-29
351 commits to develop branch, last one 6 days ago
Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.
Created
2022-08-10
107 commits to main branch, last one about a month ago
Modular Agent Based Evolution Framework
Created
2017-06-10
1,099 commits to master branch, last one 2 years ago
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...
Created
2018-02-21
98 commits to master branch, last one 2 years ago
Push Genetic Programming in Python.
Created
2016-06-13
393 commits to master branch, last one about a year ago
A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms
Created
2020-06-17
2,465 commits to master branch, last one 3 days ago
Adaptable tools to make reinforcement learning and evolutionary computation algorithms.
Created
2021-09-08
609 commits to main branch, last one 2 years ago
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...
Created
2019-03-04
23 commits to master branch, last one about a year ago
Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (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
Created
2023-07-11
690 commits to main branch, last one 18 days ago
Evolutionary Neural Architecture Search on Transformers for RUL Prediction
Created
2022-12-07
18 commits to main branch, last one about a year ago
This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.
Created
2022-06-15
295 commits to main branch, last one 18 hours ago
HeuristicLab - An environment for heuristic and evolutionary optimization
Created
2022-03-21
8,915 commits to main branch, last one 2 months ago