def _findIndices(ArrSize, FilterSize):
N = FilterSize.shape[0]
n = int(FilterSize.prod())
CumSizeArr = numpy.ones([N], dtype=numpy.int32)
CumSizeArr[1:N] = ArrSize[0:N - 1].cumprod()
CumSize = numpy.ones([N], dtype=numpy.int32)
CumSize[1:N] = FilterSize[0:N - 1].cumprod()
vals = numpy.empty((n, N), dtype=numpy.int32)
for i in range(N):
vals[:, i] = numpy.linspace(0, n - 1, n)
vals = vals // CumSize
vals = vals % FilterSize
CurrPos = summations.sum(vals * CumSizeArr, axis=1)
return CurrPos.astype(numpy.int32)
def _findIndices(ArrSize, FilterSize):
N = FilterSize.shape[0]
n = int(FilterSize.prod())
CumSizeArr = numpy.ones([N], dtype=numpy.int32)
CumSizeArr[1:N] = ArrSize[0:N - 1].cumprod()
CumSize = numpy.ones([N], dtype=numpy.int32)
CumSize[1:N] = FilterSize[0:N - 1].cumprod()
vals = numpy.empty((n, N), dtype=numpy.int32)
for i in range(N):
vals[:, i] = numpy.linspace(0, n - 1, n)
vals = vals // CumSize
vals = vals % FilterSize
CurrPos = summations.sum(vals * CumSizeArr, axis=1)
return CurrPos.astype(numpy.int32)
def ones(shape, dtype=float, bohrium=True):
"""
Matrix of ones.
Return a matrix of given shape and type, filled with ones.
Parameters
----------
shape : {sequence of ints, int}
Shape of the matrix
dtype : data-type, optional
The desired data-type for the matrix, default is np.float64.
bohrium : boolean, optional
Determines whether it is a Bohrium-enabled array or a regular NumPy array
Returns
-------
out : matrix
Matrix of ones of given shape, dtype, and order.
See Also
--------
ones : Array of ones.
matlib.zeros : Zero matrix.
Notes
-----
The order of the data in memory is always row-major (C-style).
If `shape` has length one i.e. ``(N,)``, or is a scalar ``N``,
`out` becomes a single row matrix of shape ``(1,N)``.
Examples
--------
>>> np.matlib.ones((2,3))
matrix([[ 1., 1., 1.],
[ 1., 1., 1.]])
>>> np.matlib.ones(2)
matrix([[ 1., 1.]])
"""
if bohrium and not dtype_support(dtype):
_warn_dtype(dtype, 3)
return numpy.ones(shape, dtype=dtype)
A = empty(shape, dtype=dtype, bohrium=bohrium)
A[...] = A.dtype.type(1)
return A