Jason2Brownlee/CleverAlgorithms resource

Health v2 · maintenance only

Flags: no_releases no_license no_readme

Adoption not part of the score

2116 stars · 341 forks observed · 2026-08-28

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

An open-source book, 'Clever Algorithms: Nature-Inspired Programming Recipes', providing structured descriptions, pseudo-code, and Ruby code examples for 45 algorithms from computational intelligence and metaheuristics. The repository contains the TeX source for the 438-page ebook, which can be read online for free.

Use cases

• learn how genetic algorithms work with working code examples
• find a consistent reference for implementing swarm intelligence algorithms
• implement stochastic and evolutionary optimization algorithms from pseudo-code
• study neural network and metaheuristic algorithm recipes
• get a handbook of nature-inspired computational problem solving techniques

When to choose

• you want free, structured algorithm descriptions with pseudo-code and Ruby implementations
• you are learning computational intelligence or biologically inspired computation
• you need best-practice usage heuristics and primary references for classic AI algorithms

When to avoid

• you need production-ready, maintained algorithm libraries rather than educational material
• you require implementations in languages other than Ruby
• you need up-to-date coverage of modern deep learning methods

Facets

learning-resource · maturity maintenance

machine-learning math developer-tools artificial-intelligence machine-learning tutorials education cross-platform book metaheuristics computational-intelligence optimization nature-inspired-algorithms ruby tex algorithms

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