277 Open source projects that are alternatives of or similar to tiny_gp

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Go evolutionary algorithm is a computer library for developing evolutionary and genetic algorithms to solve optimisation problems with (or not) many constraints and many objectives. Also, a goal is to handle mixed-type representations (reals and integers).

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_report18.pdf

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

Evolutionary algorithms library for the web 🧬

An evolutionary computation framework

Supported highly optimized and flexible genetic algorithm package for python

Machine Learning Finite State Machine Models from Data with Genetic Algorithms

Modular Java framework for meta-heuristic optimization

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

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

A collection of the state-of-the-art MEta-heuristics ALgorithms in PYthon (mealpy)

Automated modeling and machine learning framework FEDOT

MoveIt kinematics_base plugin based on particle optimization & GA

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.

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

The Watchmaker Framework for Evolutionary Computation

Evolutionary Art Using Circles in Python

DISHTINY: A Platform for Studying Open-Ended Evolutionary Transitions in Individuality

Solve multi-objective optimization problems with distributed evolutionary algorithms

A Binary Genetic Traits Lexer Framework

Evolutionary & genetic algorithms for Julia

An interactive ecosystem and evolution simulator written in C and OpenGL, for GNU/Linux.

A genetic algorithm implementation in python

MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search. See also AS-MOSES https://github.com/opencog/asmoses but kept to guaranty backward compatibility.

An AI to teach Google Chrome's dinosaur to jump obstacles.

Finding an optimal Blackjack strategy using AI

EXONA: The Evolutionary eXploration of Neural Networks Framework -- EXACT, EXALT and EXAMM

NEATEST: Evolving Neural Networks Through Augmenting Topologies with Evolution Strategy Training

Vita - Genetic Programming Framework

Genetic Algorithm and Particle Swarm Optimization

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

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.

Evoplex is a fast, robust and extensible platform for developing agent-based models and multi-agent systems on networks. It's available for Windows, Linux and macOS.

Jupyter/IPython notebooks about evolutionary computation.

Blue Brain Python Optimisation Library

Evolution Simulator with Box2D

Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization

A simple simulation in Unity, which uses genetic algorithm to optimize forces applied to cubes

Generate high-quality triangulated and polygonal art from images.

Project about minimizing costs in garbage collection in Montevideo, Uruguay, using Evolutionary Algorithms

Space invaders, but the invaders evolve with genetic algorithm

Derivative-Free Optimization Method for Global Optimization (C++)

Simple Genetic Programming for Symbolic Regression in Python3

GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values.

two soldiers shooting at each other, controlled by a neural network with a genetic algorithm.

Train PyTorch Models using the Genetic Algorithm with PyGAD

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-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).

Neuroevolution demo through TensorFlow.js, Neataptic, and Box2D

An interesting display of evolution through neural networks and a genetic algorithm

Evolutionary Algorithms Framework

Evolutionary Pac-Man bots using Grammatical Evolution and Multi-objective Optimization. Cool GUI included (Undergraduate Thesis)

Multi-Objective GP for Automated Repair of Java

Simulation of life & evolution

A Python implementation of the decomposition based multi-objective evolutionary algorithm (MOEA/D)

A robust Linear Genetic Programming implementation on the JVM using Kotlin.

A collection of Benchmark functions for numerical optimization problems (https://opfunu.readthedocs.io)

用神经网络来训练个能自己玩chrome断线时的那个小恐龙的AI

Genetic Algorithm for Flow Shop Scheduling

A pure-Swift genetic algorithm library built for composition and extensibility.