GaussianLink¶

class prism.modellink.GaussianLink(n_gaussians=1, *args, **kwargs)[source]¶

ModelLink class wrapper for a simple Gaussian model, used for testing the functionality of the PRISM pipeline.

Formatting data_idx

x : float: The value that needs to be used for \(x\) in the function \(\sum_i A_i\exp\left(-\frac{(x-B_i)^2}{2C_i^2}\right)\) to obtain the data value.

__init__(n_gaussians=1, *args, **kwargs)[source]¶

Initialize an instance of the GaussianLink class.

Other Parameters:
	n_gaussians (int. Default: 1) – The number of Gaussians to use for the Gaussian model in this instance. The resulting number of model parameters `n_par` will be \(3*n_{gaussians}\).

n_gaussians¶

Number of Gaussians used in this GaussianLink instance.

Type:	int