py36-deap - Distributed Evolutionary Algorithms in Python

Property Value
Distribution FreeBSD 11
Repository FreeBSD Ports Latest amd64
Package filename py36-deap-1.3.0_1.txz
Package name py36-deap
Package version 1.3.0
Package release 1
Package architecture amd64
Package type txz
Category biology devel math python science
License GPLv3
Download size 142.94 KB
Installed size 975.02 KB
DEAP is a novel evolutionary computation framework for rapid prototyping and
testing of ideas. It seeks to make algorithms explicit and data structures
transparent. It works in perfect harmony with parallelisation mechanisms such
as multiprocessing and SCOOP.
DEAP includes the following features:
* Genetic algorithm using any imaginable representation
o List, Array, Set, Dictionary, Tree, Numpy Array, etc.
* Genetic programing using prefix trees
o  Loosely typed, Strongly typed
o  Automatically defined functions
* Evolution strategies (including CMA-ES)
* Multi-objective optimisation (NSGA-II, SPEA2, MO-CMA-ES)
* Co-evolution (cooperative and competitive) of multiple populations
* Parallelization of the evaluations (and more)
* Hall of Fame of the best individuals that lived in the population
* Checkpoints that take snapshots of a system regularly
* Benchmarks module containing most common test functions
* Genealogy of an evolution (that is compatible with NetworkX)
* Examples of alternative algorithms : Particle Swarm Optimization, Differential
Evolution, Estimation of Distribution Algorithm


Package Version Architecture Repository
py36-deap-1.3.0_1.txz 1.3.0 i386 FreeBSD Ports Latest
py36-deap-1.3.0_1.txz 1.3.0 i386 FreeBSD Ports Quarterly
py36-deap-1.3.0_1.txz 1.3.0 amd64 FreeBSD Ports Quarterly
py36-deap - - -


Name Value -
py36-numpy = 1.16.4_1,1
py36-setuptools = 41.0.1
python36 = 3.6.9


Type URL
Binary Package py36-deap-1.3.0_1.txz
Source Package math/py-deap

Install Howto

Install py36-deap txz package:

# pkg install py36-deap

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