polylearn.kernels.safe_power¶

polylearn.kernels.safe_power(X, degree=2)[source]¶

Element-wise power supporting both sparse and dense data.

Parameters:

Parameters:	X : ndarray or sparse The array whose entries to raise to the power. degree : int, default: 2 The power to which to raise the elements.
Returns:	X_ret : ndarray or sparse Same shape as X, but (x_ret)_ij = (x)_ij ^ degree

X : ndarray or sparse

The array whose entries to raise to the power.

degree : int, default: 2

The power to which to raise the elements.

Returns:

X_ret : ndarray or sparse

Same shape as X, but (x_ret)_ij = (x)_ij ^ degree