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737 search results found

Ml From Scratch ⭐ 23,095

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

Tensorflow_cookbook ⭐ 6,085

Code for Tensorflow Machine Learning Cookbook

Smile ⭐ 5,833

Statistical Machine Intelligence & Learning Engine

Scikit Opt ⭐ 4,648

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

Triangula ⭐ 3,832

Generate high-quality triangulated and polygonal art from images.

Iamdinosaur ⭐ 2,760

🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus

Pymoo ⭐ 1,886

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

Poker ⭐ 1,777

Fully functional Pokerbot that works on PartyPoker, PokerStars and GGPoker, scraping tables with Open-CV (adaptable via gui) or neural network and making decisions based on a genetic algorithm and montecarlo simulation for poker equity calculation. Binaries can be downloaded with this link:

High-Performance Symbolic Regression in Python and Julia

Geneticalgorithmpython ⭐ 1,564

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

Eiten ⭐ 1,557

Statistical and Algorithmic Investing Strategies for Everyone

Machine Learning Flappy Bird ⭐ 1,443

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

Genann ⭐ 1,398

simple neural network library in ANSI C

Geneticsharp ⭐ 1,159

GeneticSharp is a fast, extensible, multi-platform and multithreading C# Genetic Algorithm library that simplifies the development of applications using Genetic Algorithms (GAs).

Evolutionary Algorithm ⭐ 1,152

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

Ai Programmer ⭐ 1,073

Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149

Hyperparameter Optimization Of Machine Learning Algorithms ⭐ 1,025

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

Neataptic ⭐ 978

🚀 Blazing fast neuro-evolution & backpropagation for the browser and Node.js

Applying_eanns ⭐ 955

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.

Genetic neural architecture search with Keras

Jenetics ⭐ 806

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

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

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

Snakefusion ⭐ 715

Using the genetic algorithm and neural networks I trained up 5 snakes who will then fuse to become the ultimate snake, this is how I did it

Invaderz ⭐ 677

Space invaders, but the invaders evolve with genetic algorithm

A Genetic Algorithm Framework in Python

A Genetic Algorithm-Based Solver for Jigsaw Puzzles 🌀

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

Self Parking Car Evolution ⭐ 636

🧬 Training the car to do self-parking using a genetic algorithm

Dissecting Reinforcement Learning ⭐ 585

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

Sproutlife ⭐ 571

Evolving version of Conway’s Game of Life.

Numpycnn ⭐ 531

Building Convolutional Neural Networks From Scratch using NumPy

🎯 A comprehensive gradient-free optimization framework written in Python

Neural Network Genetic Algorithm ⭐ 516

Evolving a neural network with a genetic algorithm.

Symbolicregression.jl ⭐ 484

Distributed High-Performance Symbolic Regression in Julia

Py Ga Vrptw ⭐ 470

A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows

Artificial Intelligence ⭐ 408

Awesome Artificial Intelligence Projects

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

A Binary Genetic Traits Lexer Framework

Car Simulator ⭐ 319

Autonomous car simulator (based on JavaScript & WebGL) implemented by fuzzy control system, genetic algorithm and particle swarm optimization.

Evolutionary.jl ⭐ 290

Evolutionary & genetic algorithms for Julia

Gekkoga ⭐ 284

Genetic Algorithm for solving optimization of trading strategies using Gekko

Featureselectionga ⭐ 274

Feature Selection using Genetic Algorithm (DEAP Framework)

Japonicus ⭐ 264

Genetic Algorithm for Gekko Trading Bot.

Circle Evolution ⭐ 256

Evolutionary Art Using Circles in Python

Ml Games ⭐ 238

Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.

Path_planning ⭐ 234

This repository contains path planning algorithms in C++ for a grid based search.

Neural Network P5 ⭐ 222

Deprecated! See:

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.

Neuralgenetic ⭐ 201

Building and training artificial neural networks (regression or classification) using the genetic algorithm.

Hgs Cvrp ⭐ 200

Modern implementation of the hybrid genetic search (HGS) algorithm specialized to the capacitated vehicle routing problem (CVRP). This code also includes an additional neighborhood called SWAP*.

Genetic Cnn ⭐ 197

CNN architecture exploration using Genetic Algorithm

Metaheuristics ⭐ 195

Implement the-state-of-the-art meta-heuristic algorithms using python (numpy)

Aimandshoot ⭐ 192

A neuroevolution game experiment.

Bluepyopt ⭐ 190

Blue Brain Python Optimisation Library

Watchmaker ⭐ 186

The Watchmaker Framework for Evolutionary Computation

Classiccomputerscienceproblemsinswift ⭐ 184

Source Code for the Book Classic Computer Science Problems in Swift

MoveIt kinematics_base plugin based on particle optimization & GA

Polygen ⭐ 172

genetic algorithm for approximating an image with polygons (Golang)

Shorelark ⭐ 171

Simulation of life & evolution

Neat Genetic Mario ⭐ 171

Update of Seth Bling's MarI/O

Wrapper Feature Selection Toolbox Python ⭐ 170

This toolbox offers 13 wrapper feature selection methods (PSO, GA, GWO, HHO, BA, WOA, and etc.) with examples. It is simple and easy to implement.

Classic Pool Game ⭐ 154

Classic 8 Ball pool game written in JavaScript

Evolutionary Computation Course ⭐ 154

Jupyter/IPython notebooks about evolutionary computation.

Neuroevolution Btc Trader ⭐ 146

Building a population of models that trade crypto and mutate iteratively

A simple machine learning framework written in Swift 🤖

Galgo 2.0 ⭐ 140

Genetic Algorithm in C++ with template metaprogramming and abstraction for constrained optimization

Ai_plays_snake ⭐ 134

AI trained using Genetic Algorithm and Deep Learning to play the game of snake

Lexiconjure ⭐ 129

Twitter bot generating invented words and definitions using RNN + genetic algorithm

Total Serialism ⭐ 128

Toolbox full of Algorithmic Composition methods

Bot Evolution ⭐ 128

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

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

Smart Algorithm ⭐ 125

智能算法-遗传算法、蚁群算法、粒子群算法实现。实现版本Java,Python,MatLab多版本实现

Creating cool coasters for Roller Coaster Tycoon

Biteopt ⭐ 118

Derivative-Free Global Optimization Method (C++, Python binding)

Awesome Deep Neuroevolution ⭐ 111

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

Genetic algorithm for unsupervised machine learning in Go.

Genetic Algorithm ⭐ 109

Generic implementation of genetic algorithm in Java.

C++ Large Scale Genetic Programming

Nsga Ii ⭐ 107

This is a python implementation of NSGA-II algorithm. NSGA is a popular non-domination based genetic algorithm for multi-objective optimization. It is a very effective algorithm but has been generally criticized for its computational complexity, lack of elitism and for choosing the optimal parameter value for sharing parameter σshare. A modified version, NSGA II was developed, which has a better sorting algorithm , incorporates elitism and no sharing parameter needs to be chosen a priori.

Rusty Genes ⭐ 107

Genetic algorithm implementations in Rust with animated visualizations

Neural Network Snake ⭐ 107

Java program that uses a genetic algorithm to train snakes: https://www.youtube.com/watch?v=BBLJFYr7zB8

Openclga ⭐ 105

A Python Library for Genetic Algorithm on OpenCL

Fast, parallel, extensible and adaptable genetic algorithms framework written in Rust

A 2D/3D visualization of the Traveling Salesman Problem main heuristics

Numpyann ⭐ 95

Implementation of Artificial Neural Networks using NumPy

Grokking Artificial Intelligence Algorithms ⭐ 91

The official code repository supporting the book, Grokking Artificial Intelligence Algorithms

A genetic programming engine which evolves solutions through asynchronous speciation.

Evolutionary Algorithms Framework

Cross Adaptive Audio ⭐ 90

Evolving Artificial Neural Networks for Cross-Adaptive Audio Effects

Evoasm.rb ⭐ 90

An AIMGP (Automatic Induction of Machine code by Genetic Programming) engine

Genetic Programming ⭐ 89

Symbolic regression solver, based on genetic programming methodology.

Tweegeemee ⭐ 88

Twitter Genetic Algorithm Imagery

Distributedevolutionarycomputation ⭐ 84

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/Distributed EC are covered.

Neural Network ⭐ 84

A demonstration of Neural Networks and Genetic Algorithms using C++.

Genetic Algorithm Montage ⭐ 84

genetic algorithm for self-referential image approximation.

Course repo and syllabus for Nature of Code Spring 2018 at ITP.

An R package for optimization using genetic algorithms

Reactive Trader ⭐ 82

In the coming weeks this plans to become a Gekko plugin that reacts to market changes, finding and running only the most profitable strategies.

Execute genetic algorithm (GA) simulations in a customizable and extensible way.

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