#Genetic-algorithm
Showing 60 of 114 repositories tagged #genetic-algorithm, ranked by stars
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.
Open-source implementation of AlphaEvolve
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
Statistical Machine Intelligence & Learning Engine
Code for Tensorflow Machine Learning Cookbook
Generate high-quality triangulated and polygonal art from images.
High-Performance Symbolic Regression in Python and Julia
Statistical and Algorithmic Investing Strategies for Everyone
π¦ An Artificial Inteligence to teach Google's Dinosaur to jump cactus
simple neural network library in ANSI C
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm
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.
GeneticSharp is a fast, extensible, multi-platform and multithreading C# Genetic Algorithm library that simplifies the development of applications using Genetic Algorithms (GAs).
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
Evolutionary Algorithm using Python, θ«η¦Python δΈζAIζε¦
:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js
Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149
Early POC of genetic neural architecture search
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
Distributed High-Performance Symbolic Regression in Julia
π― A comprehensive gradient-free optimization framework written in Python
Awesome Artificial Intelligence Projects
LoongFlow: A Thinking & Learning Framework for Expert-Grade AI Agents.
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
Autonomous car simulator (based on JavaScript & WebGL) implemented by fuzzy control system, genetic algorithm and particle swarm optimization.
A very fast, very minimal prompt optimizer
Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.
MoveIt kinematics_base plugin based on particle optimization & GA
A fast and flexible evolution engine for implementing artificial evolution and genetic programming techniques
A neuroevolution game experiment.
Deprecated! See:
Simulation of life & evolution
An Automated AI-Powered Prompt Optimization Framework
C++ Large Scale Genetic Programming
π Optimizing the Elliott Wave Theory using genetic algorithms to forecast the financial markets.
Evolving squids through neuroevolution
Building a population of models that trade crypto and mutate iteratively
AI trained using Genetic Algorithm and Deep Learning to play the game of snake
A simple machine learning framework written in Swift π€
codegen from expression to others, such as polars, pandas
Evolving simple organisms using a genetic algorithm and deep learning from scratch with python
A curated collection of datasets for Large Language Models (LLMs), covering medical AI, NLP, multimodal learning, instruction tuning, reasoning, code generation, and evaluation benchmarks.
An interesting display of evolution through neural networks and a genetic algorithm
This program evolves an AI using the NEAT algorithm to play Super Mario Bros.
Evolving Artificial Neural Networks for Cross-Adaptive Audio Effects
The Self-Evolving Agent Ecosystem β Trading agents that evolve through Darwinian selection and adversarial self-play
Parallel Tabu Search and Genetic Algorithm for the Job Shop Schedule Problem with Sequence Dependent Set Up Times
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python
A genetic algorithm to solve the Travelling Salesman Problem, implemented in Python. Made by Jack Frigaard, modified by Mauricio Aizaga
Hyperparameter tuning for machine learning models using a distributed genetic algorithm
AI research environment for the game of Snake π .
Course repo and syllabus for Nature of Code Spring 2018 at ITP.
Evolutionary Reinforcement Learning for Dino Game: Train an AI agent to master Google Chrome's Dino Game using a genetic algorithm and reinforcement learning.
Neural networks + Genetic algorithm on unity
In the coming weeks this plans to become a Gekko plugin that reacts to market changes, finding and running only the most profitable strategies.
Use genetic algorithms to train flappy bird