glmdenoise.utils.get_poly_matrix module¶

glmdenoise.utils.get_poly_matrix.constructpolynomialmatrix(n, degrees)[source]¶

Calculates a matrix of polynomials used to regress them out of your data

Parameters:	n (int) – number of points degrees (array) – vector of polynomial degrees
Returns:	array of n x len(degrees)
Return type:	array

glmdenoise.utils.get_poly_matrix.projectionmatrix(X)[source]¶

Calculates a projection matrix

Parameters:	X (array) – design matrix
Returns:	Projection matrix size of X.shape[0] x X.shape[0]
Return type:	array

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