brainconn.utils.matrix.threshold_absolute

threshold_absolute(W, thr, copy=True)

This function thresholds the connectivity matrix by absolute weight magnitude. All weights below the given threshold, and all weights on the main diagonal (self-self connections) are set to 0.

If copy is not set, this function will modify W in place.

Parameters:

• W (numpy.ndarray) – weighted connectivity matrix
• thr (float) – absolute weight threshold
• copy (bool) – if True, returns a copy of the matrix. Otherwise, modifies the matrix in place. Default value=True.

Returns:

W – thresholded connectivity matrix

Return type:

numpy.ndarray