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)
Symbolic Learning in Python and Julia
Statistical and Algorithmic Investing Strategies for Everyone
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
OpenAlpha_Evolve is an open-source Python framework inspired by the groundbreaking research on autonomous coding agents like DeepMind's AlphaEvolve.
Early POC of genetic neural architecture search
A Genetic Algorithm-Based Solver for Jigsaw Puzzles 🌀
A Genetic Algorithm Framework in Python (not for production level)
A next-generation automatic algorithm design platform, making automated algorithm design more accessible and easier to use
A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
🎯 A comprehensive gradient-free optimization framework written in Python
LoongFlow is an expert-grade Agent framework for Loop Engineering. Through a Plan-Execute-Summary loop and structured experiential memory, it enables AI to continuously think, execute, reflect, and evolve across complex software engineering, mathematical, and machine learning tasks.
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
Feature Selection using Genetic Algorithm (DEAP Framework)
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