gemseo-mlearning 2.0.0

Miscellaneous machine learning capabilities.

gemseo-mlearning

gemseo-mlearning is a plugin of the library GEMSEO, dedicated to machine learning. This package is open-source, under the LGPL v3 license.

Overview

This package adds new [regression models][gemseo_mlearning.regression] and [optimization algorithms][gemseo_mlearning.algos.opt.smt] based on SMT.

A [package for active learning][gemseo_mlearning.active_learning] is also available, deeply based on the core GEMSEO objects for optimization, as well as a [SurrogateBasedOptimization][gemseo_mlearning.algos.opt.surrogate_based_optimization.SurrogateBasedOptimization] library built on its top. An effort is being made to improve both content and performance in future versions.

Installation

Install the latest version with pip install gemseo-mlearning.

See pip for more information.

Bugs and questions

Please use the gitlab issue tracker to submit bugs or questions.

Contributing

See the contributing section of GEMSEO.

Contributors

• Antoine Dechaume
• Benoît Pauwels
• Clément Laboulfie
• Matthias De Lozzo