mirror of
https://github.com/wassname/simpeg.git
synced 2026-06-28 00:30:01 +08:00
Rowan Cockett
78 lines
1.6 KiB
Python
78 lines
1.6 KiB
Python
from scipy import sparse
|
|
from numpy import *
|
|
|
|
|
|
def ddx(n):
|
|
"""Define 1D derivatives"""
|
|
# ddx = lambda n: sparse.spdiags((np.ones((n+1, 1))*[-1, 1]).T, [0, 1], n, n+1, format='csr')
|
|
return sparse.spdiags(-ones(n), 0, n, n+1) + sparse.spdiags(ones(n+1), 1, n, n+1)
|
|
|
|
|
|
def av(n):
|
|
"""Define 1D average"""
|
|
return 0.5*(sparse.spdiags(ones(n+1), 0, n, n+1) + sparse.spdiags(ones(n+1), 1, n, n+1))
|
|
|
|
|
|
def sdiag(h):
|
|
"""Diagonal matrix"""
|
|
return sparse.spdiags(h, 0, size(h), size(h))
|
|
|
|
|
|
def speye(n):
|
|
"""sparse identity"""
|
|
return sparse.spdiags(ones(n), 0, n, n)
|
|
|
|
|
|
def kron3(A, B, C):
|
|
"""two kron prods"""
|
|
return sparse.kron(sparse.kron(A, B), C)
|
|
|
|
|
|
def appendBottom(A, B):
|
|
"""append on bottom"""
|
|
C = sparse.vstack((A, B))
|
|
C = C.tocsr()
|
|
return C
|
|
|
|
|
|
def appendBottom3(A, B, C):
|
|
"""append on bottom"""
|
|
C = appendBottom(appendBottom(A, B), C)
|
|
C = C.tocsr()
|
|
return C
|
|
|
|
|
|
def appendRight(A, B):
|
|
"""append on right"""
|
|
C = sparse.hstack((A, B))
|
|
C = C.tocsr()
|
|
return C
|
|
|
|
|
|
def appendRight3(A, B, C):
|
|
"""append on right"""
|
|
C = appendRight(appendRight(A, B), C)
|
|
C = C.tocsr()
|
|
return C
|
|
|
|
|
|
def blkDiag(A, B):
|
|
"""blockdigonal"""
|
|
O12 = sparse.coo_matrix((shape(A)[0], shape(B)[1]))
|
|
O21 = sparse.coo_matrix((shape(B)[0], shape(A)[1]))
|
|
C = sparse.vstack((sparse.hstack((A, O12)), sparse.hstack((O21, B))))
|
|
C = C.tocsr()
|
|
return C
|
|
|
|
|
|
def blkDiag3(A, B, C):
|
|
"""blockdigonal 3"""
|
|
ABC = blkDiag(blkDiag(A, B), C)
|
|
ABC = ABC.tocsr()
|
|
return ABC
|
|
|
|
|
|
def spzeros(n1, n2):
|
|
"""spzeros"""
|
|
return sparse.coo_matrix((n1, n2))
|