We have efficiently implemented in Python the introduced correlation energy density, its κ-regularized vari- ant, and the spin-resolved components by combining density fitting with the power of JAX and modern tensor libraries for optimizing required tensor contractions of Eq. 5. More details on the implementation techniques are given in Sec. VI and Sec. S3 in the SI. Now we can move to a real-space analysis of these quantities.