handcraftsman/GeneticAlgorithmsWithPython resource

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1259 stars · 453 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Source code repository accompanying the book 'Genetic Algorithms with Python' by Clinton Sheppard. It provides step-by-step tutorial projects that teach genetic algorithms and genetic programming through hands-on Python examples.

Use cases

• learn genetic algorithms in python
• find source code for the genetic algorithms with python book
• tutorial on solving optimization problems with evolutionary algorithms
• example implementations of the 8 queens puzzle and graph coloring
• introduction to genetic programming with python

When to choose

• you want a hands-on, tutorial-driven introduction to genetic algorithms in Python
• you prefer learning through small example projects like password guessing, sorting, and the 8 queens puzzle
• you want reference implementations to adapt to your own optimization problems

When to avoid

• you need a production-ready genetic algorithm library or framework
• you want modern maintained tooling - the code is book companion material
• you need other machine learning techniques like neural networks or deep learning

Facets

learning-resource · maturity maintenance

machine-learning developer-tools machine-learning education tutorials python cross-platform genetic-algorithms book-source-code evolutionary-computation optimization tutorials algorithms

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