Metadata-Version: 2.1
Name: EnsembleParticleSwarmOptimization
Version: 0.2.3
Summary: Ensemble of particle swarms together with various velocity rules for function optimization
Home-page: https://github.com/dig07/PySO
Author: Christopher Moore and Diganta Bandopadhyay
Author-email: diganta@star.sr.bham.ac.uk
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Requires-Python: >=3
Description-Content-Type: text/markdown
Requires-Dist: numpy>=1.15.0
Requires-Dist: scipy
Requires-Dist: pandas
Requires-Dist: matplotlib
Requires-Dist: scikit-learn
Requires-Dist: pathos
Requires-Dist: dill
Requires-Dist: kneed
Requires-Dist: seaborn
Requires-Dist: pillow

# PySO
Particle swarm optimizer 

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Install with ```pip install EnsembleParticleSwarmOptimization``` or ```conda install -c dig07 ensembleparticleswarmoptimization```

Currently under development. 

![Multiple Swarm](examples/hierarchical_results/animation_non_periodic.gif)

**Publications**
- LISA stellar-mass black hole searches with semicoherent and particle-swarm methods, Phys. Rev. D 108, 084014, [arxiv:2305.18048](https://arxiv.org/abs/2305.18048).

**Authors**
- Diganta Bandopadhyay
- [Christopher J. Moore](https://github.com/cjm96)
