Code Reference

Contents:

• Variogram Class
  • Variogram
    • Variogram.__init__()
    • Variogram.__init__()
    • Variogram.coordinates
    • Variogram.metric_space
    • Variogram.dim
    • Variogram.values
    • Variogram.value_matrix
    • Variogram.set_values()
    • Variogram.pairwise_diffs
    • Variogram.bin_func
    • Variogram.set_bin_func()
    • Variogram.normalized
    • Variogram.bins
    • Variogram.n_lags
    • Variogram.bin_count
    • Variogram.estimator
    • Variogram.set_estimator()
    • Variogram.model
    • Variogram.set_model()
    • Variogram.use_nugget
    • Variogram.wrapped_distance_function()
    • Variogram.dist_function
    • Variogram.set_dist_function()
    • Variogram.distance
    • Variogram.triangular_distance_matrix
    • Variogram.distance_matrix
    • Variogram.maxlag
    • Variogram.fit_method
    • Variogram.fit_sigma
    • Variogram.is_cross_variogram
    • Variogram.update_kwargs()
    • Variogram.lag_groups()
    • Variogram.lag_classes()
    • Variogram.preprocessing()
    • Variogram.fit()
    • Variogram.transform()
    • Variogram.fitted_model
    • Variogram.fitted_model_function()
    • Variogram.clone()
    • Variogram.experimental
    • Variogram.get_empirical()
    • Variogram.data()
    • Variogram.residuals
    • Variogram.model_residuals
    • Variogram.mean_residual
    • Variogram.rmse
    • Variogram.mse
    • Variogram.mae
    • Variogram.nrmse
    • Variogram.root_mean_square
    • Variogram.residual_sum_of_squares
    • Variogram.rss
    • Variogram.nrmse_r
    • Variogram.r
    • Variogram.NS
    • Variogram.aic
    • Variogram.bic
    • Variogram.model_deviations()
    • Variogram.cross_validate()
    • Variogram.describe()
    • Variogram.parameters
    • Variogram.to_DataFrame()
    • Variogram.to_gstools()
    • Variogram.to_gs_krige()
    • Variogram.plot()
    • Variogram.scattergram()
    • Variogram.location_trend()
    • Variogram.distance_difference_plot()
    • Variogram.__repr__()
    • Variogram.__str__()
• DirectionalVariogram Class
  • DirectionalVariogram
    • DirectionalVariogram.__init__()
    • DirectionalVariogram._calc_direction_mask_data()
    • DirectionalVariogram._triangle()
    • DirectionalVariogram._compass()
    • DirectionalVariogram._direction_mask()
    • DirectionalVariogram.__init__()
    • DirectionalVariogram.preprocessing()
    • DirectionalVariogram.azimuth
    • DirectionalVariogram.tolerance
    • DirectionalVariogram.bandwidth
    • DirectionalVariogram.set_directional_model()
    • DirectionalVariogram.bins
    • DirectionalVariogram.to_gstools()
    • DirectionalVariogram.pair_field()
• SpaceTimeVariogram class
  • SpaceTimeVariogram
    • SpaceTimeVariogram.__init__()
    • SpaceTimeVariogram.__init__()
    • SpaceTimeVariogram.set_values()
    • SpaceTimeVariogram.values
    • SpaceTimeVariogram.xdist_func
    • SpaceTimeVariogram.set_xdist_func()
    • SpaceTimeVariogram.tdist_func
    • SpaceTimeVariogram.set_tdist_func()
    • SpaceTimeVariogram.distance
    • SpaceTimeVariogram.xdistance
    • SpaceTimeVariogram.tdistance
    • SpaceTimeVariogram.x_lags
    • SpaceTimeVariogram.t_lags
    • SpaceTimeVariogram.maxlag
    • SpaceTimeVariogram.set_bin_func()
    • SpaceTimeVariogram.xbins
    • SpaceTimeVariogram.tbins
    • SpaceTimeVariogram.meshbins
    • SpaceTimeVariogram.use_nugget
    • SpaceTimeVariogram.estimator
    • SpaceTimeVariogram.set_estimator()
    • SpaceTimeVariogram.model
    • SpaceTimeVariogram.set_model()
    • SpaceTimeVariogram.create_XMarginal()
    • SpaceTimeVariogram.create_TMarginal()
    • SpaceTimeVariogram.lag_groups()
    • SpaceTimeVariogram.lag_classes()
    • SpaceTimeVariogram.experimental
    • SpaceTimeVariogram.preprocessing()
    • SpaceTimeVariogram.fit()
    • SpaceTimeVariogram.fitted_model
    • SpaceTimeVariogram.get_marginal()
    • SpaceTimeVariogram.plot()
    • SpaceTimeVariogram.scatter()
    • SpaceTimeVariogram.surface()
    • SpaceTimeVariogram.contour()
    • SpaceTimeVariogram.contourf()
    • SpaceTimeVariogram.marginals()
• Binning functions
  • even_width_lags()
  • uniform_count_lags()
  • auto_derived_lags()
  • kmeans()
  • ward()
  • stable_entropy_lags()
• Estimator Functions
  • Matheron
    • matheron()
  • Cressie
    • cressie()
  • Dowd
    • dowd()
  • Genton
    • genton()
  • Shannon Entropy
    • entropy()
  • MinMax
    • minmax()
  • Percentile
    • percentile()
• Variogram models
  • Spherical model
    • spherical()
  • Exponential model
    • exponential()
  • Gaussian model
    • gaussian()
  • Cubic model
    • cubic()
  • Stable model
    • stable()
  • Matérn model
    • matern()
• Kriging Class
  • OrdinaryKriging
    • OrdinaryKriging.__init__()
    • OrdinaryKriging.__init__()
    • OrdinaryKriging.dist()
    • OrdinaryKriging.min_points
    • OrdinaryKriging.max_points
    • OrdinaryKriging.mode
    • OrdinaryKriging.precision
    • OrdinaryKriging.solver
    • OrdinaryKriging.transform()
• Example data sets
  • Datasets
    • pancake()
    • pancake_field()
    • aniso()
    • aniso_field()
    • meuse()
    • corr_variable()
  • Utility Functions
• MetricSpace - Coordinate representation
  • MetricSpace
    • MetricSpace
  • MetricSpacePair
    • MetricSpacePair
• Utility Functions
  • Shannon Entropy
    • shannon_entropy()
  • Cross Validation
    • jacknife()
  • Uncertainty Propagation
    • propagate()
  • Maximum Likelihood Estimation