scikit-opt VS pyswarms

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

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

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 pyswarms
1 1
4,937 1,226
- -
3.3 1.3
6 days ago 2 months ago
Python Python
MIT License MIT License
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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.

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

What are some alternatives?

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

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.

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

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

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

pycma - Python implementation of CMA-ES

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

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.

scikit-opt vs zoofs pyswarms vs vizier scikit-opt vs fast-cma-es pyswarms vs gago scikit-opt vs pycma pyswarms vs Gradient-Free-Optimizers 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