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evolutionary-algorithm x

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19 search results found

Data Analysis And Machine Learning Projects ⭐ 5,596

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

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).

Evolutionary Algorithm ⭐ 1,152

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

Vizier ⭐ 1,142

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

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.

Jenetics ⭐ 806

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

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

Automated modeling and machine learning framework FEDOT

🎯 A comprehensive gradient-free optimization framework written in Python

Symbolicregression.jl ⭐ 484

Distributed High-Performance Symbolic Regression in Julia

Agilerl ⭐ 457

Streamlining reinforcement learning with RLOps

Sklearn Genetic Opt ⭐ 236

ML hyperparameters tuning and features selection, using evolutionary algorithms.

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.

Evostra ⭐ 196

A fast Evolution Strategy implementation in Python

Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress

Brainforge ⭐ 111

A Neural Networking library based on NumPy only

Genetic algorithm for unsupervised machine learning in Go.

Evolutionary Algorithms Framework

Grokking Artificial Intelligence Algorithms ⭐ 91

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

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.

EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.

Train PyTorch Models using the Genetic Algorithm with PyGAD

Fedot.industrial ⭐ 62

Python framework for automated time series classification, object recognition and anomaly detection

🔮 Symbolic regression library

Geneticalgorithmforfeatureselection ⭐ 60

Search the best feature subset for you classification mode

Behavior Optimization and Learning for Robots

Push Genetic Programming in Python.

Synthetic ⭐ 37

Symbolic Generators for Complex Networks

Moe is a C++14 header-only dependency-free library providing generic implementations of some metaheuristic algorithms

Vita - Genetic Programming Framework

Ec A Modern Perspective ⭐ 33

Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now.

Flappybird Es ⭐ 31

An AI agent Learning to play Flappy Bird using Evolution Strategies and deep learning models.

Lipizzaner Gan ⭐ 30

[AAAI 2018] "Towards distributed coevolutionary GANs" by Abdullah Al-Dujaili, Tom Schmiedlechner, Erik Hemberg, Una-May O'Reilly

Estimation of Distribution algorithms Python package

Applied Machine Learning Course ⭐ 28

This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.

XCSF learning classifier system: rule-based online evolutionary machine learning

Revolver ⭐ 21

A framework for building fast genetic algorithms in Swift.

Simplegp ⭐ 19

Simple Genetic Programming for Symbolic Regression in Python3

High Dim Es Rl ⭐ 19

Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies

Neuroevolution_t Rex ⭐ 17

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

Simple Implementation Of Ml Algorithms ⭐ 17

My simplest implementations of common ML algorithms

Mlr3fselect ⭐ 17

Feature selection package of the mlr3 ecosystem.

Machine Learning Blackjack Solution ⭐ 14

Finding an optimal Blackjack strategy using AI

Machine Learning Finite State Machine Models from Data with Genetic Algorithms

Apxr_run ⭐ 13

A topology and parameter evolving universal learning network.

Evolutionary.net ⭐ 10

Genetic Programming Engine designed for .NET

Axelrod Dojo ⭐ 10

Trains machine learning strategies for the IPD with evolutionary and particle swarm algorithms, including neural networks and finite state machines

Genetictree ⭐ 10

Constructing decision trees with genetic algorithm with a scikit-learn inspired API

Stock Market Prediction Using Sentiment Analysis ⭐ 10

stock market predictions using sentiment analysis, a deep learning project(data and news based on pakistani stock exchange and news(Dawn news))

An implementation of Genetic Programming in Rust.

Genetic Algorithm ⭐ 8

A simple evolutionary algorithm (Simultaneous update of all the weights)

Agentsmith ⭐ 8

Нейронная сеть оптимизируемая с помощью генетического алгоритма. Задача агента контролируемого при помощи нейронной сети состоит в том, чтобы избегать контакта с противниками, как можно более длительное время.

Evopreprocess ⭐ 7

A Python Toolkit for Data Preprocessing with Evolutionary and Nature-Inspired Algorithms.

Python M3gp ⭐ 7

An easy-to-use scikit-learn inspired implementation of the Multidimensional Multiclass Genetic Programming with Multidimensional Populations (M3GP) algorithm

Machine_learning_workbench ⭐ 7

Workbench for practical machine learning in Ruby.

Automatic_design_of_quantum_feature_maps_genetic_auto Generation ⭐ 6

Registered Software. Official code of the published article "Automatic design of quantum feature maps". This quantum machine learning technique allows to auto-generate quantum-inspired classifiers by using multiobjetive genetic algorithms for tabular data.

Multiobjective_symbolic_regression ⭐ 6

This is a Python library that implements a Multi-objective Symbolic Regression algorithm. It can be used as a Machine Learning algorithm to create predictive models in the form of mathematical expressions.

Simple Evolutionary Feature Search ⭐ 6

evolutionary feature algorithm for finding features in the models

Evolutionary_keras ⭐ 6

An evolutionary algorithm implementation for Keras

Interpretable Eeg Seizure Prediction Using A Multiobjective Evolutionary Algorithm ⭐ 6

Code and data of the paper "Interpretable EEG seizure prediction using a multiobjective evolutionary algorithm", published by Scientific Reports in 2022.

Java Genetic Programming ⭐ 6

Genetic-programming framework for various genetic programming paradigms such as linear genetic programming, tree genetic programming, gene expression programming, etc

An autoML for explainable text classification.

Trefle is a scikit-learn compatible estimator implementing the FuzzyCoCo algorithm that uses a cooperative coevolution algorithm to find and build interpretable fuzzy systems.

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