Generation Multi Simulations - gws_gena

Typing name : TASK.gws_gena.GenerationMultiSimulations

Brick : gws_gena

Build a Table with multi simulations context for a metabolic network using a flux table

GenerationMultiSimulations Task

This task allows you to generate data simulations to contextualise a digital twin.

Please provide a table or a file with your replicate data as follows: ,replicat1,replicat2,replicat3 chemical,2,1.5,3.5 chemical,23,21.23,22.02

Chemicals must be indexed.

You can use this task to generate data simulations for reactions or metabolites. We recommend that you separate these chemical types into two different tables if you have both.

The output can then be used to build a context with the "Context builder" Task.

Input

Experimental data

2d excel like table

Table

File

Output

Table

2d excel like table

Table

Configuration

number_simulations

Number of simulations to generate

Type : int

type_generation

Law to follow to generate simulated data from your data distribution

Type : string

Allowed values : Multivariate normal distribution Normal distribution Uniform distribution

confidence_score

Optional

Advanced parameter

Confidence score

Type : float

Default value : 1