field - Fields and Grids

Functions

field_einsum(subscripts, \*operands, \*\*kwargs)	Evaluates the Einstein summation convention on the operand fields.
field_dot(a, b[, out])	Perform a dot product of a and b multiplexed over the field dimension.
field_trace(a[, out])	Take the trace of a tensor field.
field_inv(f)	Compute the (multiplicative) inverse of a tensor field of order 2.
field_inverse_tikhonov(f[, rcond])	Invert a tensor field of order 2 using Tikhonov regularization.
field_inverse_truncated(f[, rcond])	Invert a tensor field of order 2 using mode truncation.
field_inverse_truncated_modal(f, num_modes)	Invert a tensor field of order 2 using mode truncation.
field_svd(f[, full_matrices, compute_uv])	Calculate the singular value decomposition for a tensor field of order 2.
make_field_operation(op)
field_conjugate_transpose(a)	Performs the conjugate transpose of a rank 2 tensor field or two dimensional array.
field_transpose(a)	Performs the transpose of a rank 2 tensor field or two dimensional array.
field_determinant(a)	Calculates the determinant of a tensor field.
field_adjoint(a)	Calculates the adjoint of a tensor field.
field_cross(a, b)	Calculates the cross product of two vector fields.
field_kron(a, b)	Calculate the Kronecker product of two fields.
make_uniform_grid(dims, extent[, center, …])	Create a uniformly-spaced Grid of a certain shape and size.
make_pupil_grid(dims[, diameter])	Makes a new Grid, meant for descretisation of a pupil-plane wavefront.
make_focal_grid_from_pupil_grid(pupil_grid)	Make a grid for a focal plane from a pupil grid.
make_focal_grid(q, num_airy[, …])	Make a grid for a focal plane.
make_hexagonal_grid(circum_diameter, n_rings)	Make a regular hexagonal grid.
make_chebyshev_grid(dims[, minimum, maximum])
make_supersampled_grid(grid, oversampling)	Make a new grid that oversamples by a factor oversampling.
make_subsampled_grid(grid, undersampling)	Make a new grid that undersamples by a factor undersampling.
subsample_field(field, subsampling[, …])	Average the field over subsampling pixels in each dimension.
evaluate_supersampled(field_generator, grid, …)	Evaluate a Field generator on grid, with an oversampling.
make_uniform_vector_field(field, jones_vector)	Make an uniform vector field from a scalar field and a jones vector.
make_uniform_vector_field_generator(…)	Make an uniform vector field generator from a scalar field generator and a jones vector.

Classes

Grid(coords[, weights])	A set of points on some coordinate system.
Field	The value of some physical quantity for each point in some coordinate system.
CartesianGrid(coords[, weights])	A grid representing a N-dimensional Cartesian coordinate system.
PolarGrid(coords[, weights])	A grid representing a two-dimensional Polar coordinate system.
UnstructuredCoords(coords)	An unstructured list of points.
SeparatedCoords(separated_coords)	A list of points that are separable along each dimension.
RegularCoords(delta, dims[, zero])	A list of points that have a regular spacing in all dimensions.