Menu

Getting Started

Use Cases

Technical documentations

Contributor(s)

Publication date

Mar 9, 2022

Confidentiality

Public

Reactions

2

Share

Gaussian mixture trainer

TASK

Typing name : TASK.gws_gaia.GaussianMixtureTrainer

Brick : gws_gaia

Train a Gaussian mixture model

Trainer of a Gaussian mixture model. Estimate model parameters with a training set.

See https://scikit-learn.org/stable/modules/generated/sklearn.mixture.GaussianMixture.html#sklearn.mixture.GaussianMixture.fit for more details

Input

Table

The input table

Output

result

The output result

Gaussian mixture result

Configuration

nb_components

Optional

Type : int

Default value : 1

covariance_type

Optional

Type : string

Default value : full

Technical bricks to reuse or customize

Have you developed a brick?

Share it to accelerate projects for the entire community.