replay_trajectory_classification.likelihoods.spiking_likelihood_glm.make_spline_design_matrix

make_spline_design_matrix(position: ndarray, place_bin_edges: ndarray, knot_spacing: float = 10.0) → DesignMatrix

Creates a design matrix for regression with a position spline basis.

Parameters:

• position (np.ndarray, shape (n_time, n_position_dims))

• place_bin_edges (np.ndarray, shape (n_bins, n_position_dims))

Returns:

design_matrix

Return type:

patsy.DesignMatrix