geolime.geostats.math

• geolime.geostats.math.anamorphosis
• geolime.geostats.math.gauss_score
• geolime.geostats.math.hermite
• geolime.geostats.math.neighborhood

Classes:

Anamorphosis(data, data_min, data_max, …)
Enum(value)	Generic enumeration.
MaxPerCategoryNeighborhood(dim, angles, …)
MinMaxPointsNeighborhood(dim, angles, …)
Neighborhood()

Data:

Callable	Callable type; Callable[[int], str] is a function of (int) -> str.
List	The central part of internal API.

Functions:

anisotropic_distance([a])	Anisotropic distance between two points according to the anisotropy matrix a.
arg_sort_near_points(p, x[, distance])	Function to compute the indexes indicating the order in which the rows of x are close to p according to the distance distance (from small distance to large distance)
euclidian_distance(x, y)	Compute the Euclidean distance between two points.
evaluate_hermite_expansion(x[, coeff])	Evaluate at x a function determined by its coefficients in the Hermite expansion.
evaluate_hermite_expansion_for_metal(val, …)	Evaluate germite expansion for metal
evaluate_hermite_expansion_for_metal_memsafe_variable(…)
evaluate_hermite_expansion_memsafe(x[, coeff])	Evaluate at x a function determined by its coefficients in the Hermite expansion.
evaluate_hermite_expansion_memsafe_variable(x, …)	Evaluate at x a function determined by its coefficients in the Hermite expansion.
filter_with_scales(x[, p, scales])	Function to return the indexes of the points which are in a sphere in the Euclidean space.
gauss_score(z[, weights])	Function to obtain the (standard) Gaussian scores of a sample.
gaussian_anamorphosis(z[, yzmin, yzmax, …])	Function to obtain a Gaussian anamorphose model for a sample.
hermite_coefficients_anamorphosis(n, z[, …])	Function to obtain the Hermite coefficients of a Gaussian anamorphose model function.
hermite_coefficients_piecewise_linear(n, x, y)	Computes the Hermite coefficients of a piece-wise linear function continuous in an interval, with a desired extension outside the interval.
hermite_polynomials(x, n)	Function to compute the Hermite polynomials up to order n.
inverse_anamorphosis_from_obs(z[, yzmin, …])	Function to obtain the (pseudo-)inverse of a Gaussian anamorphose model for a sample date.
inverse_anamorphosis_theoretical(z, anam[, …])	Compute theoretical inverse anamorphosis for a single value.
rot_zyx(angles[, deg, clockwise])	Example of a convention (RGeoStats)
rotational_angles(angles)	Compute the angles in radians necessary for matrix rotation operation from geographic azimuth, dip and pitch angles defined in degrees
which_in_ball(x[, p, r, distance, scales])	Function to return the indexes of the points which are in a (closed) ball in the Euclidean space.
which_nearest_in_ball(x[, p, r, distance, …])	Function to obtain the N closest points of a set of points to the center of a ball which are on that ball.
which_nearest_in_ball_with_max_per_category(x)	Function to obtain the N closest points of a set of points to the center of a ball which are on that ball with a maximum per category.