Machine learning

This page lists the available machine learning models. The other feature catalogs are listed on this page.

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All the categoriesRegression modelClassification modelClustering model All the packagesgemseogemseo-equadraturesgemseo-mlearninggemseo-smt

• EQPCERegressorRegression model

  An equadratures-based polynomial chaos expansion (PCE) model.

  gemseo-equadratures unreleased

• FCERegressorRegression model

  Functional chaos expansion model.

  gemseo 6.3.3

• GaussianMixtureClustering model

  The Gaussian mixture clustering algorithm.

  gemseo 6.3.3

• GaussianProcessRegressorRegression model

  Gaussian process regression model.

  gemseo 6.3.3

• GradientBoostingRegressorRegression model

  Gradient boosting for regression.

  gemseo 6.3.3

• KMeansClustering model

  The k-means clustering algorithm.

  gemseo 6.3.3

• KNNClassifierClassification model

  The k-nearest neighbors classification algorithm.

  gemseo 6.3.3

• LinearRegressorRegression model

  Linear regression model.

  gemseo 6.3.3

• MLPRegressorRegression model

  MultiLayer perceptron (MLP).

  gemseo 6.3.3

• MOERegressorRegression model

  Mixture of experts for regression.

  gemseo 6.3.3

• OTGaussianProcessRegressorRegression model

  Gaussian process regression.

  gemseo 6.3.3

• PCERegressorRegression model

  Polynomial chaos expansion model.

  gemseo 6.3.3

• PolynomialRegressorRegression model

  Polynomial regression model.

  gemseo 6.3.3

• RandomForestClassifierClassification model

  The random forest classification algorithm.

  gemseo 6.3.3

• RandomForestRegressorRegression model

  Random forest regression.

  gemseo 6.3.3

• RBFRegressorRegression model

  Regression based on radial basis functions (RBFs).

  gemseo 6.3.3

• RegressorChainRegression model

  Chain regression.

  gemseo 6.3.3

• SMTRegressorRegression model

  A regression model from SMT.

  gemseo-mlearning 3.1.0

• SMTRegressorRegression model

  A regression model from SMT.

  gemseo-smt unreleased

• SVMClassifierClassification model

  The Support Vector Machine algorithm for classification.

  gemseo 6.3.3

• SVMRegressorRegression model

  Support vector machine for regression.

  gemseo 6.3.3

• TPSRegressorRegression model

  Thin plate spline (TPS) regression.

  gemseo 6.3.3

The data of this page were collected on 2026-09-17 from the latest version of each package.