fiblat project¶
fiblat module¶
Create n-dimensional lattices.
- fiblat.cube_lattice(dim: int, num_points: int) NDArray[float64]¶
Generate num_points points over the dim dimensional cube.
Generates num_points points spread roughly evenly over [0, 1]^dim.
- Parameters:
dim (dimension of cube to generate points in)
num_points (the number of points to generate)
Examples
>>> cube_lattice(2, 4) array([[0.125 , 0.11803399], [0.375 , 0.73606798], [0.625 , 0.35410197], [0.875 , 0.97213595]])
- fiblat.sphere_lattice(dim: int, num_points: int) NDArray[float64]¶
Generate num_points points over the dim - 1 dimensional hypersphere.
Generate a num_points length list of dim-dimensional tuples such that each element has an l2 norm of 1, and their nearest neighbor is roughly identical for each point.
- Parameters:
dim (the dimension of points to sample, i.e. the length of tuples in the) – returned list
num_points (the number of points to generate)
Examples
>>> sphere_lattice(3, 4) array([[ 0.44679483, 0.48772367, 0.75 ], [-0.96453846, -0.08464959, 0.25 ], [ 0.76840062, -0.58911839, -0.25 ], [-0.11521053, 0.65132675, -0.75 ]])