Paketti: python3-pyswarms (1.3.0-6)

[ Source: pyswarms  ]

research toolkit for particle swarm optimization in Python

PySwarms is an extensible research toolkit for particle swarm optimization (PSO) in Python.

It is intended for swarm intelligence researchers, practitioners, and students who prefer a high-level declarative interface for implementing PSO in their problems. PySwarms enables basic optimization with PSO and interaction with swarm optimizations.

Features:

  * High-level module for Particle Swarm Optimization
  * Built-in objective functions to test optimization algorithms
  * Plotting environment for cost histories and particle movement
  * Hyperparameter search tools to optimize swarm behaviour

This package contains the Python 3.x version of PySwarms.

Muut pakettiin python3-pyswarms liittyvät paketit

• dep: python3

  interactive high-level object-oriented language (default python3 version)

• dep: python3-attr

  Attributes without boilerplate (Python 3)

• dep: python3-matplotlib

  Python based plotting system in a style similar to Matlab (Python 3)

• dep: python3-numpy

  Fast array facility to the Python language (Python 3)

• dep: python3-scipy

  scientific tools for Python 3

• dep: python3-tqdm

  fast, extensible progress bar for Python 3 and CLI tool

• dep: python3-yaml

  YAML parser and emitter for Python3

• sug: python-pyswarms-doc

  documentation and examples for PySwarms

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