[ 原始碼： pyswarms ]
套件：python3-pyswarms（1.3.0-6）
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.
其他與 python3-pyswarms 有關的套件
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- dep: python3
- interactive high-level object-oriented language (default python3 version)
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- dep: python3-attr
- Attributes without boilerplate (Python 3)
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- dep: python3-matplotlib
- Python based plotting system in a style similar to Matlab (Python 3)
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- dep: python3-numpy
- Fast array facility to the Python language (Python 3)
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- dep: python3-scipy
- scientific tools for Python 3
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- dep: python3-tqdm
- fast, extensible progress bar for Python 3 and CLI tool
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- dep: python3-yaml
- YAML parser and emitter for Python3
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- sug: python-pyswarms-doc
- documentation and examples for PySwarms