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eriklindernoren/ML-From-Scratch

Barebones NumPy ML implementations for learning

31.0K
Archived
Python
Computer Vision
Example Projects
NumPy
#machine-learning#deep-learning#numpy

EpistasisLab/tpot

A Python Automated Machine Learning tool that optimizes ML pipelines using genetic programming.

10.0K
Stable
Jupyter Notebook
AutoML
scikit-learn
#automated-machine-learning#hyperparameter-optimization#model-selection

guofei9987/scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, and other optimization algorithms for Python

6.4K
Stable
Python
Optimization
CLI Tools
Python
#optimization#genetic-algorithm#particle-swarm-optimization

haifengl/smile

Smile is a comprehensive statistical machine learning and data science library for Java developers.

6.3K
Active
Java
ML Ops
Databases
#machine-learning#data-science#statistics

algorithmicsuperintelligence/openevolve

Open-source implementation of AlphaEvolve, a coding agent for iterative code optimization and discovery.

5.5K
Active
Python
Agents & Orchestration
AI Coding Agents
Python
#alpha-evolve#coding-agent#llm-engineering

rh12503/triangula

A Go library for generating high-quality triangulated and polygonal art from images using evolutionary algorithms.

3.9K
Archived
Go
Computer Vision
Animation & Motion
#generative-art#evolutionary-algorithms#image-processing

google/deepvariant

DeepVariant is an AI-powered bioinformatics pipeline for calling genetic variants from DNA sequencing data.

3.6K
Stable
Python
Bioinformatics
API Frameworks
TensorFlow
#bioinformatics#genomics#deep-learning

MilesCranmer/PySR

High-performance symbolic regression library for Python and Julia, with support for explainable AI.

3.4K
Active
Python
Explainable AI
ML Ops
Python
#algorithm#automl#data-science

tradytics/eiten

Open-source statistical and algorithmic investing strategies for everyone

3.1K
Archived
Python
React
#authentication#investment-strategies#open-source

anyoptimization/pymoo

A Python library for multi-objective optimization, supporting a variety of algorithms like NSGA2, NSGA3, and more.

2.8K
Stable
Python
Optimization
CLI Tools
#cmaes#differential-evolution#genetic-algorithm

greerviau/SnakeAI

A neural network trained to play the classic game of Snake using a genetic algorithm.

2.4K
Archived
Processing
Agents & Orchestration
Coding Challenges
#machine-learning#genetic-algorithm#snake-game

dickreuter/Poker

A fully functional poker bot that uses computer vision, neural networks, and genetic algorithms to play poker on various platforms.

2.4K
Experimental
Python
Computer Vision
API Frameworks
Python
#poker#computer-vision#genetic-algorithms

ahmedfgad/GeneticAlgorithmPython

PyGAD is a Python 3 library for building genetic algorithms and training machine learning models.

2.2K
Experimental
Python
Agents & Orchestration
Optimization
PyTorch
#genetic-algorithm#machine-learning#optimization

ssusnic/Machine-Learning-Flappy-Bird

Machine learning-powered implementation of the classic Flappy Bird game using neural networks and genetic algorithms.

1.8K
Archived
JavaScript
Agents & Orchestration
HTML5 Games
Phaser
#ai#machine-learning#neural-networks

trevorstephens/gplearn

A Python library for Genetic Programming with a scikit-learn inspired API for developers building AI tools.

1.8K
Active
Python
ML Ops
CLI Tools
Python
#genetic-programming#machine-learning#symbolic-regression

ArztSamuel/Applying_EANNs

This 2D Unity simulation allows cars to learn to navigate through different courses using a feedforward neural network and genetic algorithm.

1.6K
Experimental
ASP
Neural Networks
Evolutionary Algorithms
#neural-networks#genetic-algorithm#self-driving

giacomelli/GeneticSharp

A fast, extensible, and multi-threaded C# library that simplifies the development of Genetic Algorithm applications.

1.4K
Stable
C#
Genetic Algorithms
Libraries
Unity3D
#genetic-algorithm#artificial-intelligence#c-sharp

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms

A library for implementing hyperparameter optimization methods for machine learning and deep learning models.

1.3K
Archived
Jupyter Notebook
ML Ops
ORMs & Query Builders
Python
#machine-learning#deep-learning#hyperparameter-optimization

handcraftsman/GeneticAlgorithmsWithPython

A Python implementation of genetic algorithms for optimization and search.

1.3K
Archived
Python
LLM Frameworks
Python
#genetic-algorithms#python#optimization

MorvanZhou/Evolutionary-Algorithm

An evolutionary algorithm library in Python for developers interested in AI and machine learning.

1.2K
Archived
Python
Evolutionary Algorithm
Tutorials & Courses
Python
#evolutionary-algorithm#genetic-algorithm#reinforcement-learning
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