brainbrix/simulated-evolution

A curated list of resources for simulated evolution, genetic programming and evolutionary programming

simulated-evolution

A curated list of resources for simulated evolution, genetic programming and evolutionary programming

Distributed Systems

• Example How to use Apache Ignite for genetic algorithms

Java Libraries

JavaScript Libraries

Python Libraries

• Distributed Evolutionary Algorithms in Python (DEAP)
• gplearn

Blog Posts

• Genetic Algorithm Implementation in Python
• Was Darwin a Great Scientist? How evolution taught us the 'genetic algorithm' (Python)
• Python Genetic Algorithms With Artificial Intelligence
• Using Genetic Programming to evolve Trading Strategies
• Symbolic Regression, Genetic Programming… or if Kepler had R
• Learning Machines - Evolution works!

Books

• Field Guide to Genetic Programming

The Theory

• Genetic Programming

News

• MIT Tech Review: Evolutionary algorithm outperforms deep-learning machines at video games

R Libraries

• gramEvol