66 Open source projects that are alternatives of or similar to apxr_run

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A simple Java OOP evolutionary algorithm framework.

cdv.dei.uc.pt/denser/

A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning

A repository containing code examples around MATSim

Program learning to play Flappy Bird by machine learning (Neuroevolution)

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).

Evolving squids through neuroevolution

🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.

Yet another NEAT implementation

Neuroevolution Framework for Tensorflow 2.x focusing on modularity and high-performance. Preimplements NEAT, DeepNEAT, CoDeepNEAT, etc.

ALIEN is a CUDA-powered artificial life simulation program.

Python implementation of the NEAT neuroevolution algorithm

MoveIt kinematics_base plugin based on particle optimization & GA

Evolution Simulator with Box2D

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

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

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

Deprecated! See:

An evolutionary computation framework to (automatically) build fast parallel stochastic optimization solvers

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

An agent-based epidemiology simulation framework built in Rust

Evolutionary Algorithms Framework

Framework for Java and Groovy Agents

Neuroevolution in F#

A project on improving Neural Networks performance by using Genetic Algorithms.

General-purpose discrete-event multiagent simulation library for agent-based modelling and simulation

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

Python implementation of the NEAT neuroevolution algorithm

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

A simple factor network implementation written by JavaScript

Tiny Genetic Programming in Python

Rust Neat - NeuroEvolution of Augmenting Topologies

A "Natural" Selection Simulator using Neural Nets

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

Robyn is an experimental, automated and open-sourced Marketing Mix Modeling (MMM) package from Facebook Marketing Science. It uses various machine learning techniques (Ridge regression with cross validation, multi-objective evolutionary algorithm for hyperparameter optimisation, gradient-based optimisation for budget allocation etc.) to define m…

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

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

Cerebrum.js is a neural network library created in pure JavaScript.

Modular Java framework for meta-heuristic optimization

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

Cartesian genetic programming (CGP) in pure Python.

A comparison between humans, neuroevolution and multilayer perceptrons playing Flapy Bird implemented in Python

The old school Tetris game in addition with an AI that learns evolutionary how to play this game

An Elixir Evolutive Neural Network framework à la G.Sher

Another AI toy project, of a traffic intersection controlled by a Reinforcement Learning AI agent to optimize traffic flow in an intersection of vehicles or pedestrians

High performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters

FLAME GPU 2 is a GPU accelerated agent based modelling framework for C++ and Python

A neuroevolution game experiment.

Agent-based simulation model for COVID-19 spread in society and patient outcomes

NEAT for Reinforcement Learning on the OpenAI Gym

3 networks to recognition age,gender and emotion

Radiate is a parallel genetic programming engine capable of evolving solutions to many problems as well as training learning algorithms.

A java implementation of NEAT(NeuroEvolution of Augmenting Topologies ) from scratch for the generation of evolving artificial neural networks. Only for educational purposes.

Agent-based model of the UK housing market.

An evolutionary computation framework

Always sparse. Never dense. But never say never. A repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

This program evolves an AI using the NEAT algorithm to play Super Mario Bros.

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