A C++ / Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model. State of the art optimization algorithms are included. A common interface is provided to other optimization frameworks/algorithms such as NLOPT, SciPy, SNOPT, IPOPT, GSL
Alternatives To Pagmo
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Cs Interview Knowledge Map17,020
3 years ago40
Build the best interview map. The current content includes JS, network, browser related, performance optimization, security, framework, Git, data structure, algorithm, etc.
Scipy11,29043,43114,79614 hours ago83July 05, 20221,657bsd-3-clausePython
SciPy library main repository
Hyperopt6,700252168a month ago13November 17, 2021390otherPython
Distributed Asynchronous Hyperparameter Optimization in Python
Scikit Opt3,820333 months ago23January 14, 202253mitPython
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
Learn2learn2,249113 hours ago18February 10, 202213mitPython
A PyTorch Library for Meta-learning Research
Awesome Quantum Machine Learning2,206
3 months ago8cc0-1.0HTML
Here you can get all the Quantum Machine learning Basics, Algorithms ,Study Materials ,Projects and the descriptions of the projects around the web
Geneticalgorithmpython1,321618 days ago46February 03, 202258bsd-3-clausePython
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
6 years ago47Python
Spearmint is a package to perform Bayesian optimization according to the algorithms outlined in the paper: Practical Bayesian Optimization of Machine Learning Algorithms. Jasper Snoek, Hugo Larochelle and Ryan P. Adams. Advances in Neural Information Processing Systems, 2012
a month ago6Julia
Concise and beautiful algorithms written in Julia
4 years ago5October 04, 201819apache-2.0Jupyter Notebook
Open-source implementation of Google Vizier for hyper parameters tuning
Alternatives To Pagmo
Select To Compare

Alternative Project Comparisons

Upgrade to pagmo 2

This Version of the PaGMO code is no longer developed nor maintained. Pagmo 2 is now developed and released, find the code here: esa/pagmo2. Updating from pagmo to pagmo2 is not trivial as the API has changed.

The old PaGMO

Join the chat at Build Status Code Health

Parallel Global Multiobjective Optimizer (and its Python alter ego PyGMO) offers a user-friendly access to a wide array of global and local optimization algorithms and problems. The main purpose of the software is to provide a parallelization engine common to all algorithms through the 'generalized island model'. Initially developed within the European Space Agency, the code was intended to help the automated design of interplanetary trajectories and spacecraft transfers in general. The user can implement his own problem and algorithm both in C++ and in Python.

Check the doxygen for PaGMO at

Check the sphinx for PyGMO (the PaGMO Python bindings) at

Popular Algorithms Projects
Popular Optimization Projects
Popular Computer Science Categories

Get A Weekly Email With Trending Projects For These Categories
No Spam. Unsubscribe easily at any time.
C Plus Plus