pyswarms VS scikit-opt

Compare pyswarms vs scikit-opt and see what are their differences.

pyswarms

A research toolkit for particle swarm optimization in Python (by ljvmiranda921)
particle-swarm-optimization optimization-tools pso global-optimization swarm-intelligence Machine Learning discrete-optimization Optimization optimization-algorithms Metaheuristics Algorithm
Source Code
pyswarms.readthedocs.io
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scikit-opt

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman) (by guofei9987)
genetic-algorithm pso particle-swarm-optimization tsp travelling-salesman-problem simulated-annealing ant-colony-algorithm immune-algorithm heuristic-algorithms immune Artificial intelligence fish-swarms Optimization
Source Code
scikit-opt.github.io
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pyswarms scikit-opt
1 1
1,233 4,955
- -
1.3 3.3
2 months ago 16 days ago
Python Python
MIT License MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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pyswarms

Posts with mentions or reviews of pyswarms. We have used some of these posts to build our list of alternatives and similar projects.
  • Pyswams Library
    1 project | /r/learnpython | 1 Dec 2023
    Hello I'm trying to use this library: pyswarms and it works fine with the base code that they give

scikit-opt

Posts with mentions or reviews of scikit-opt. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-07-10.

What are some alternatives?

When comparing pyswarms and scikit-opt you can also consider the following projects:

vizier - Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

zoofs - zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

gago - :four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

fast-cma-es - A Python 3 gradient-free optimization library

Gradient-Free-Optimizers - Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

pycma - Python implementation of CMA-ES

Multi-UAV-Task-Assignment-Benchmark - A Benchmark for Multi-UAV Task Allocation of an Extended Team Orienteering Problem

geneal - A genetic algorithm implementation in python

noisyopt - Python library for optimizing noisy functions.

PSO-cont-sched - Made for a college project, this Java program attempts to demonstrate how PSO might be used to solve container scheduling problems.

PSOClustering - This is an implementation of clustering IRIS dataset with particle swarm optimization(PSO)

optiseek - An open source collection of single-objective optimization algorithms for multi-dimensional functions.

pyswarms vs vizier scikit-opt vs zoofs pyswarms vs gago scikit-opt vs fast-cma-es pyswarms vs Gradient-Free-Optimizers scikit-opt vs pycma scikit-opt vs Multi-UAV-Task-Assignment-Benchmark scikit-opt vs geneal scikit-opt vs noisyopt scikit-opt vs PSO-cont-sched scikit-opt vs PSOClustering scikit-opt vs optiseek