December 2019
Intermediate to advanced
368 pages
11h 10m
English
Content preview from Hands-On Neuroevolution with Python
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MultiNEAT
MultiNEAT is the most universal library among the libraries we will discuss in this book since it supports the standard NEAT algorithm and two crucial extensions: HyperNEAT and ES-HyperNEAT. Also, the MultiNEAT library provides an implementation of a Novelty Search optimization method. The library is written in the C++ programming language but provides a comprehensive Python interface. The MultiNEAT Python wheel is also available through the Anaconda package manager, which makes it easy to install and use in any OS.
The pros of the MultiNEAT library are as follows:
- Stable implementation
- Implements a multitude of algorithms from the NEAT family, such as the following:
- NEAT
- HyperNEAT
- ES-HyperNEAT
- Provides an implementation of ...
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