Index

_

__init__() (geoml.data.base.BoundingBox method) (geoml.data.containers.DirectionalData method) (geoml.data.containers.PointData method) (geoml.data.drillhole.DrillholeData method) (geoml.data.drillhole.IntervalTable method) (geoml.data.grids.Grid1D method) (geoml.data.grids.Grid2D method) (geoml.data.grids.Grid3D method) (geoml.kernels.Product method) (geoml.kernels.Sum method) (geoml.latent.network.BasicGP method), [1] (geoml.latent.network.BasicInput method) (geoml.latent.network.GPWalk method), [1] (geoml.latent.network.GradientConstrainedInput method) (geoml.latent.network.Linear method), [1] (geoml.latent.network.LinearCombination method), [1] (geoml.latent.network.MultiStructureGP method), [1] (geoml.latent.network.ProductOfExperts method), [1] (geoml.latent.network.RadialTrend method), [1] (geoml.latent.network.SelectInput method), [1] (geoml.likelihood.Bernoulli method) (geoml.likelihood.CategoricalGaussianIndicator method) (geoml.likelihood.OrderedGaussianIndicator method) (geoml.models.GP method) (geoml.models.GPEnsemble method) (geoml.models.GPOptions method) (geoml.models.Normalizer method) (geoml.stats.probability.EpsilonInsensitive method) (geoml.stats.probability.Huber method) (geoml.transform.Anisotropy2D method) (geoml.transform.Anisotropy2DMath method), [1] (geoml.transform.Anisotropy3D method) (geoml.transform.Anisotropy3DMath method), [1] (geoml.transform.AnisotropyARD method) (geoml.transform.BellFault2D method), [1] (geoml.transform.ChainedTransform method), [1] (geoml.transform.Isotropic method) (geoml.transform.NormalizeWithBoundingBox method), [1] (geoml.transform.ProjectionTo1D method), [1] (geoml.transform.SelectVariables method), [1] (geoml.warping.Center method) (geoml.warping.ChainedWarping method) (geoml.warping.Log method) (geoml.warping.Sigmoid method) (geoml.warping.Softplus method) (geoml.warping.Spline method) (geoml.warping.ZScore method)

A

accuracy() (geoml.plots.explorer.Explorer method) (geoml.plots.interactive.Interactive method) Add (class in geoml.latent.network), [1] add_intervals() (geoml.data.drillhole.DrillholeData method) AdditiveGP (class in geoml.latent.network), [1] aggregate() (geoml.data.blocks.BlockSet3D method) aggregate_onto() (geoml.data.drillhole.IntervalTable method) aitchison_distance() (in module geoml.metrics) allocate() (geoml.storage.ArrayStore class method) allocate_simulations() (geoml.data.variables.BinaryVariable method) (geoml.data.variables.ContinuousVariable method) (geoml.data.variables.RockTypeVariable method) (geoml.data.variables.VectorVariable method) alpha (geoml.warping.ContinuousNormalizingFlow attribute) andrade() (in module geoml.datasets) angles_from_rotation_matrix() (in module geoml.math.geometry) Anisotropy2D (class in geoml.transform) Anisotropy2DDynamic (class in geoml.transform), [1] Anisotropy2DMath (class in geoml.transform), [1] Anisotropy3D (class in geoml.transform) Anisotropy3DDynamic (class in geoml.transform), [1] Anisotropy3DMath (class in geoml.transform), [1] AnisotropyARD (class in geoml.transform) AnomalyVariable (class in geoml.data.variables) ararangua() (in module geoml.datasets) arctic_lake() (in module geoml.datasets) area (geoml.data.meshes.Mesh3D attribute) area() (in module geoml.math.geometry) ArrayStore (class in geoml.storage) arrows_3d() (in module geoml.viz.plotly)

as_array() (geoml.data.base.BoundingBox method) as_classification_input() (geoml.data.drillhole.DrillholeData method) as_dask() (geoml.storage.ArrayStore method) as_data_frame() (geoml.data.base.BoundingBox method) (geoml.data.blocks.BlockSet3D method) (geoml.data.containers.DirectionalData method) (geoml.data.containers.GaussianData method) (geoml.data.containers.PointData method) as_point_data() (geoml.data.drillhole.DrillholeData method) as_pyvista() (geoml.data.blocks.Blocks3D method) (geoml.data.blocks.BlockSet3D method) (geoml.data.containers.PointData method) (geoml.data.containers.Section3D method) (geoml.data.drillhole.DrillholeData method) (geoml.data.grids.Grid3D method) (geoml.data.grids.RotatedGrid3D method) (geoml.data.meshes.Mesh3D method) as_xarray() (geoml.storage.ArrayStore method) aspect_ratio_2d() (in module geoml.viz.plotly) aspect_ratio_3d() (in module geoml.viz.plotly) assign_from_solid() (geoml.data.blocks.Blocks1D method) (geoml.data.blocks.Blocks2D method) (geoml.data.blocks.Blocks3D method) (geoml.data.blocks.BlockSet3D method) assign_from_surface() (geoml.data.blocks.Blocks1D method) (geoml.data.blocks.Blocks2D method) (geoml.data.blocks.Blocks3D method) (geoml.data.blocks.BlockSet3D method) (geoml.data.grids.Grid3D method) azimuth_from_xy() (in module geoml.math.geometry)

B

backend (geoml.storage.ArrayStore property) backward() (geoml.warping.CenteredLogRatio method) (geoml.warping.ChainedWarping method) (geoml.warping.ContinuousNormalizingFlow method) (geoml.warping.Identity method) (geoml.warping.Log method) (geoml.warping.PCA method) (geoml.warping.Rotation method) (geoml.warping.Scale method) (geoml.warping.ScaledSimplex method) (geoml.warping.Sigmoid method) (geoml.warping.Softplus method) (geoml.warping.Spline method) (geoml.warping.ZScore method) base_ip (geoml.warping.ContinuousNormalizingFlow attribute) BasicGP (class in geoml.latent.network), [1] BasicInput (class in geoml.latent.network) batch_index() (in module geoml.data.containers) batched_dataset() (in module geoml.math.tf) BellFault2D (class in geoml.transform), [1] Bernoulli (class in geoml.likelihood)

BernoulliMaximumMargin (class in geoml.likelihood) Bias (class in geoml.latent.network), [1] bias() (in module geoml.metrics) bias_variance_decomposition() (in module geoml.metrics) BinaryVariable (class in geoml.data.variables) BinnedEmpirical (class in geoml.stats.probability) block_density() (in module geoml.plots.prepare) block_shares() (geoml.data.blocks.BlockSet3D method) block_size (geoml.data.blocks.BlockSet3D attribute) (geoml.data.blocks.BlockSet3D property) block_volume (geoml.data.blocks.BlockSet3D attribute) (geoml.data.blocks.BlockSet3D property) block_volume() (in module geoml.plots.prepare) Blocks1D (class in geoml.data.blocks) Blocks2D (class in geoml.data.blocks) Blocks3D (class in geoml.data.blocks) BlockSet3D (class in geoml.data.blocks) boundary (geoml.data.variables.RockTypeVariable attribute) bounding_box() (in module geoml.math.geometry) bounding_box_3d() (in module geoml.viz.plotly) BoundingBox (class in geoml.data.base) BrokenPropagationError, [1]

C

cache_prediction_state() (geoml.latent.network.BasicGP method), [1] (geoml.latent.network.GradientConstrainedInput method) camera_orbit() (in module geoml.viz.pyvista) categorical_points_3d() (in module geoml.viz.plotly) CategoricalGaussianIndicator (class in geoml.likelihood) CategoricalVariable (class in geoml.data.variables) category_legend() (geoml.data.drillhole.DrillholeData method) (geoml.data.drillhole.IntervalTable method) category_values() (in module geoml.plots.prepare) cdf() (geoml.likelihood.BernoulliMaximumMargin method) cells() (in module geoml.plots.prepare) Center (class in geoml.warping) center (geoml.data.base.BoundingBox property) CenteredLogRatio (class in geoml.warping) centred_log_ratio() (in module geoml.plots.prepare) ChainedTransform (class in geoml.transform), [1] ChainedWarping (class in geoml.warping) chol_space (geoml.warping.ContinuousNormalizingFlow attribute) chol_time (geoml.warping.ContinuousNormalizingFlow attribute) clip_meshes() (geoml.data.meshes.Surface3D method) close() (geoml.storage.ArrayStore method) closed (geoml.data.meshes.Mesh3D attribute) collar (geoml.data.drillhole.DrillholeData attribute) color() (in module geoml.plots.style) color_choices() (in module geoml.plots.prepare) color_limits() (in module geoml.plots.prepare) columns_with_role() (geoml.data.drillhole.IntervalTable method) combine() (in module geoml.data.inducing) component_analysis() (in module geoml.plots.prepare) component_names() (in module geoml.plots.prepare) components (geoml.data.variables.RockTypeVariable attribute) (geoml.data.variables.VectorVariable attribute) (geoml.likelihood.Mixture attribute) components() (in module geoml.math.geometry) composite() (geoml.data.drillhole.DrillholeData method) composite_fixed() (geoml.data.drillhole.DrillholeData method) composite_to() (geoml.data.drillhole.DrillholeData method) CompositionalVariable (class in geoml.data.variables) compute_metrics() (geoml.data.variables.CompositionalVariable method) (geoml.data.variables.ContinuousVariable method) (geoml.data.variables.RockTypeVariable method) (geoml.data.variables.VectorVariable method)

compute_path() (geoml.latent.network.GPWalk method), [1] compute_trend() (geoml.latent.network.RadialTrend method), [1] compute_trend_gradient() (geoml.latent.network.RadialTrend method), [1] Concatenate (class in geoml.latent.network), [1] (class in geoml.transform), [1] ConformalCalibration (class in geoml.models) conformalize() (in module geoml.models) consistent (geoml.data.meshes.Mesh3D attribute) Constant (class in geoml.kernels) containing_variable() (in module geoml.plots.prepare) contains_points() (geoml.data.base.BoundingBox method) contamination (geoml.likelihood.Mixture attribute) context() (in module geoml.plots.style) continuous_parts() (in module geoml.plots.prepare) ContinuousNormalizingFlow (class in geoml.warping) ContinuousVariable (class in geoml.data.variables) coordinates_at() (geoml.data.drillhole.DrillholeData method) copy() (geoml.storage.ArrayStore method) Cosine (class in geoml.kernels) counts_2d() (in module geoml.plots.prepare) covariance_matrix() (geoml.kernels.Linear method) (geoml.kernels.Scale method) (geoml.latent.network.AdditiveGP method), [1] (geoml.latent.network.BasicGP method), [1] (geoml.latent.network.MultiStructureGP method), [1] covariance_matrix_d1() (geoml.kernels.Product method) (geoml.kernels.Scale method) covariance_matrix_d2() (geoml.kernels.Product method) (geoml.kernels.Scale method) covariance_matrix_space() (geoml.warping.ContinuousNormalizingFlow method) covariance_matrix_space_d1() (geoml.warping.ContinuousNormalizingFlow method) coverage() (in module geoml.metrics) cross_validate() (in module geoml.models) crossed_by() (geoml.data.blocks.BlockSet3D method) crps() (in module geoml.metrics) Cubic (class in geoml.kernels) CubicConv1D (class in geoml.math.interpolate) CubicConv2DFull (class in geoml.math.interpolate) CubicConv2DSeparable (class in geoml.math.interpolate) CubicConv3DSeparable (class in geoml.math.interpolate) CubicConvND (class in geoml.math.interpolate) CubicSpline (class in geoml.math.interpolate) cutoffs (geoml.data.variables.ContinuousVariable attribute)

D

Dashboard (class in geoml.plots.dashboard) dashboard() (geoml.plots.interactive.Interactive method) data (geoml.data.drillhole.IntervalTable attribute) declustering_weights() (in module geoml.math.geometry) default_coordinate_labels() (geoml.data.containers.PointData static method) density_column (geoml.data.drillhole.IntervalTable property) density_curve() (in module geoml.plots.prepare) density_grid() (in module geoml.plots.prepare) DerivedVariable (class in geoml.data.variables) diagonal (geoml.data.base.BoundingBox property) difference() (geoml.data.meshes.Solid3D method) (geoml.data.meshes.Surface3D method)

DimensionMismatchError dip_from_vec() (in module geoml.math.geometry) DirectionalData (class in geoml.data.containers) discretized_coordinates() (geoml.data.blocks.Blocks1D method) (geoml.data.blocks.Blocks2D method) (geoml.data.blocks.Blocks3D method) dispersion (geoml.data.variables.ContinuousVariable attribute), [1] divided (geoml.data.variables.ContinuousVariable attribute) draw_categorical() (geoml.data.drillhole.DrillholeData method) DrillholeData (class in geoml.data.drillhole) drop_table() (geoml.data.drillhole.DrillholeData method) DTM3D (class in geoml.data.meshes) dtype (geoml.storage.ArrayStore property)

E

elementwise (geoml.warping.ChainedWarping property) EmpiricalGaussianMixture (class in geoml.stats.probability) ensure_rank_2() (in module geoml.math.tf) entropy (geoml.data.variables.BinaryVariable attribute) (geoml.data.variables.RockTypeVariable attribute) epsilon (geoml.stats.probability.EpsilonInsensitive property) EpsilonInsensitive (class in geoml.likelihood) (class in geoml.stats.probability)

example_fold() (in module geoml.datasets) expert_propagation (geoml.models.GPOptions attribute) experts() (in module geoml.data.inducing) Explorer (class in geoml.plots.explorer) Exponential (class in geoml.kernels) Exponentiation (class in geoml.latent.network), [1] export_dxf() (geoml.data.meshes.Mesh3D method) export_micromine() (geoml.data.meshes.Mesh3D method) export_planes() (in module geoml.data.containers)

F

fan_triangulation() (in module geoml.math.geometry) feature_matrix() (geoml.kernels.Linear method) fill_unlogged() (geoml.data.drillhole.DrillholeData method) filter_intervals() (geoml.data.drillhole.DrillholeData method) flow_history() (geoml.warping.ContinuousNormalizingFlow method) forward() (geoml.warping.CenteredLogRatio method) (geoml.warping.ChainedWarping method) (geoml.warping.ContinuousNormalizingFlow method) (geoml.warping.Identity method) (geoml.warping.Log method) (geoml.warping.PCA method) (geoml.warping.Rotation method) (geoml.warping.ScaledSimplex method) (geoml.warping.Sigmoid method) (geoml.warping.Softplus method) (geoml.warping.Spline method) (geoml.warping.ZScore method) from_array() (geoml.data.base.BoundingBox class method) (geoml.data.containers.GaussianData class method) (geoml.data.containers.PointData class method) from_azimuth() (geoml.data.containers.DirectionalData class method) from_azimuth_and_dip() (geoml.data.containers.DirectionalData class method) from_bounding_box() (geoml.data.grids.Grid1D class method) (geoml.data.grids.Grid2D class method) (geoml.data.grids.Grid3D class method) (geoml.data.grids.RotatedGrid3D class method)

from_data() (geoml.data.blocks.BlockSet3D class method) (geoml.data.blocks.RotatedBlockSet3D class method) (geoml.data.grids.RotatedGrid3D class method) from_data_frame() (geoml.data.variables.AnomalyVariable class method) (geoml.data.variables.BinaryVariable class method) (geoml.data.variables.CategoricalVariable class method) (geoml.data.variables.CompositionalVariable class method) (geoml.data.variables.RockTypeVariable class method) (geoml.data.variables.VectorVariable class method) from_dxf() (geoml.data.meshes.Mesh3D class method) from_grid() (in module geoml.data.inducing) from_kmeans() (in module geoml.data.inducing) from_normals() (geoml.data.containers.DirectionalData class method) from_numpy() (geoml.storage.ArrayStore class method) from_planes() (geoml.data.containers.DirectionalData class method) from_points() (geoml.data.grids.RotatedGrid3D class method) from_values() (geoml.storage.ArrayStore class method) from_variable() (geoml.data.variables.AnomalyVariable class method) (geoml.data.variables.BinaryVariable class method) (geoml.data.variables.CompositionalVariable class method) (geoml.data.variables.ContinuousVariable class method) (geoml.data.variables.RockTypeVariable class method) (geoml.data.variables.VectorVariable class method)

G

Gamma (class in geoml.likelihood) Gaussian (class in geoml.kernels) (class in geoml.likelihood) GaussianData (class in geoml.data.containers) geoml.data.base module geoml.data.blocks module geoml.data.containers module geoml.data.drillhole module geoml.data.grids module geoml.data.inducing module geoml.data.meshes module geoml.data.variables module geoml.datasets module geoml.kernels module geoml.latent.network module geoml.likelihood module geoml.math.geometry module geoml.math.interpolate module geoml.math.tf module geoml.metrics module geoml.models module geoml.plots.dashboard module geoml.plots.explorer module geoml.plots.interactive module geoml.plots.prepare module geoml.plots.style module geoml.stats.probability module geoml.stats.random module geoml.storage module

geoml.transform module geoml.viz.graphviz module geoml.viz.plotly module geoml.viz.pyvista module geoml.warping module get_batched_coordinates() (geoml.data.blocks.Blocks1D method) (geoml.data.blocks.Blocks2D method) (geoml.data.blocks.Blocks3D method) (geoml.data.blocks.BlockSet3D method) (geoml.data.blocks.RotatedBlockSet3D method) get_batched_variance() (geoml.data.containers.GaussianData method) get_contacts() (geoml.data.drillhole.DrillholeData method) get_contour() (geoml.data.blocks.BlockSet3D method) get_field() (geoml.warping.ContinuousNormalizingFlow method) get_gradient() (geoml.warping.ContinuousNormalizingFlow method) get_measurements() (geoml.data.variables.BinaryVariable method) (geoml.data.variables.CompositionalVariable method) (geoml.data.variables.ContinuousVariable method) (geoml.data.variables.DerivedVariable method) (geoml.data.variables.OrderedRockType method) (geoml.data.variables.RockTypeVariable method) (geoml.data.variables.VectorVariable method) get_predictions() (geoml.data.variables.ContinuousVariable method) (geoml.data.variables.VectorVariable method) get_root_inducing_points() (geoml.latent.network.BasicInput method) (geoml.latent.network.GradientConstrainedInput method) get_simulations() (geoml.data.variables.ContinuousVariable method) (geoml.data.variables.VectorVariable method) get_thresholds() (geoml.likelihood.OrderedGaussianIndicator method) goodness() (in module geoml.metrics) GP (class in geoml.models) GPEnsemble (class in geoml.models) GPOptions (class in geoml.models) GPWalk (class in geoml.latent.network), [1] grade_tonnage() (geoml.plots.explorer.Explorer method) (geoml.plots.interactive.Interactive method) (in module geoml.plots.prepare) GradientConstrainedInput (class in geoml.latent.network) GradientIndicator (class in geoml.likelihood) Grid1D (class in geoml.data.grids) Grid2D (class in geoml.data.grids) Grid3D (class in geoml.data.grids) grid_experts() (in module geoml.data.inducing) grid_shape() (in module geoml.plots.prepare) GridND (class in geoml.data.grids) group() (geoml.data.blocks.BlockSet3D method) group_categories() (geoml.data.drillhole.DrillholeData method) (geoml.data.drillhole.IntervalTable method) groups() (in module geoml.plots.prepare) grow() (in module geoml.math.geometry)

H

hazen_binned_plotting_points() (in module geoml.stats.probability) hazen_plotting_positions() (in module geoml.stats.probability) heal() (geoml.data.meshes.Mesh3D method) height() (geoml.plots.dashboard.Dashboard method) HierarchicalGaussianIndicator (class in geoml.likelihood)

histogram() (geoml.plots.explorer.Explorer method) (geoml.plots.interactive.Interactive method) holes (geoml.data.drillhole.IntervalTable property) Huber (class in geoml.likelihood) (class in geoml.stats.probability)

I

Identity (class in geoml.transform) (class in geoml.warping) implicit_matmul() (geoml.kernels.Constant method) (geoml.kernels.Linear method) InconsistentMeshError index_data() (geoml.data.blocks.BlockSet3D method) (geoml.data.blocks.RotatedBlockSet3D method) (geoml.data.grids.RotatedGrid3D method) indicator (geoml.data.variables.BinaryVariable attribute) inducing_grid() (geoml.data.blocks.Blocks1D method) (geoml.data.blocks.Blocks2D method) (geoml.data.blocks.Blocks3D method) inducing_points (geoml.warping.ContinuousNormalizingFlow attribute) initialize() (geoml.warping.Center method) (geoml.warping.ChainedWarping method) (geoml.warping.ContinuousNormalizingFlow method) (geoml.warping.PCA method) (geoml.warping.RobustPCA method) (geoml.warping.Rotation method) (geoml.warping.Scale method) (geoml.warping.ScaledSimplex method) (geoml.warping.Spline method) (geoml.warping.ZScore method)

inside_solid() (in module geoml.math.geometry) Interactive (class in geoml.plots.interactive) interpolate() (geoml.latent.network.BasicGP method), [1] (geoml.math.interpolate.CubicSpline method) interpolate_d1() (geoml.math.interpolate.CubicSpline method) intersection() (geoml.data.meshes.Solid3D method) (geoml.data.meshes.Surface3D method) interval() (geoml.models.ConformalCalibration method) interval_score() (in module geoml.metrics) intervals (geoml.data.drillhole.DrillholeData attribute) IntervalTable (class in geoml.data.drillhole) invert() (geoml.math.interpolate.CubicSpline method) is_full() (geoml.data.blocks.BlockSet3D method) isosurface() (in module geoml.viz.plotly) Isotropic (class in geoml.transform)

J

jit_predict (geoml.models.GPOptions attribute)

jura() (in module geoml.datasets)

K

kernelize() (geoml.kernels.Constant method) (geoml.kernels.Cosine method) (geoml.kernels.Cubic method) (geoml.kernels.Exponential method) (geoml.kernels.Gaussian method) (geoml.kernels.Matern32 method) (geoml.kernels.Matern52 method) (geoml.kernels.Spherical method) (geoml.transform.BellFault2D static method), [1] kl_divergence() (geoml.latent.network.Add method), [1] (geoml.latent.network.BasicGP method), [1] (geoml.latent.network.BasicInput method) (geoml.latent.network.Bias method), [1] (geoml.latent.network.Exponentiation method), [1] (geoml.latent.network.GPWalk method), [1] (geoml.latent.network.GradientConstrainedInput method) (geoml.latent.network.Linear method), [1] (geoml.latent.network.LinearCombination method), [1] (geoml.latent.network.Multiply method), [1] (geoml.latent.network.ProductOfExperts method), [1] (geoml.latent.network.RadialTrend method), [1] (geoml.latent.network.Scale method), [1] (geoml.latent.network.SelectInput method), [1] (geoml.latent.network.Stack method), [1]

L

Laplace (class in geoml.likelihood) latent_mean (geoml.data.variables.BinaryVariable attribute) (geoml.data.variables.ContinuousVariable attribute), [1] latent_variance (geoml.data.variables.BinaryVariable attribute) (geoml.data.variables.ContinuousVariable attribute), [1] length (geoml.data.drillhole.IntervalTable property) level (geoml.data.blocks.BlockSet3D attribute) (geoml.data.blocks.BlockSet3D property) Linear (class in geoml.kernels) (class in geoml.latent.network), [1] LinearCombination (class in geoml.latent.network), [1]

loc (geoml.stats.probability.EpsilonInsensitive property) Log (class in geoml.warping) log_lik() (geoml.likelihood.Bernoulli method) (geoml.likelihood.BernoulliMaximumMargin method) (geoml.likelihood.CategoricalGaussianIndicator method) (geoml.likelihood.GradientIndicator method) (geoml.likelihood.HierarchicalGaussianIndicator method) (geoml.likelihood.OrderedGaussianIndicator method) log_likelihood() (geoml.models.GP method) (geoml.models.StructuralField method) logarithm() (in module geoml.plots.prepare)

M

macpass() (in module geoml.datasets) mae() (in module geoml.metrics) make_interpolation_matrix() (geoml.math.interpolate.CubicConv1D method) (geoml.math.interpolate.CubicConv2DFull method) (geoml.math.interpolate.CubicConv2DSeparable method) (geoml.math.interpolate.CubicConv3DSeparable method) (geoml.math.interpolate.CubicConvND method) make_interpolator() (geoml.data.grids.Grid3D method) (geoml.data.grids.RotatedGrid3D method) Matern32 (class in geoml.kernels) Matern52 (class in geoml.kernels) max (geoml.data.base.BoundingBox property) measurements (geoml.data.variables.BinaryVariable attribute) (geoml.data.variables.ContinuousVariable attribute), [1] measurements_a (geoml.data.variables.RockTypeVariable attribute) measurements_b (geoml.data.variables.RockTypeVariable attribute) merge_domains() (geoml.data.drillhole.DrillholeData method) Mesh3D (class in geoml.data.meshes) mesh3d() (in module geoml.data.meshes) MeshTypeError min (geoml.data.base.BoundingBox property) Mixture (class in geoml.likelihood) module geoml.data.base geoml.data.blocks geoml.data.containers geoml.data.drillhole geoml.data.grids geoml.data.inducing geoml.data.meshes geoml.data.variables geoml.datasets geoml.kernels geoml.latent.network geoml.likelihood geoml.math.geometry geoml.math.interpolate geoml.math.tf geoml.metrics geoml.models geoml.plots.dashboard geoml.plots.explorer geoml.plots.interactive geoml.plots.prepare geoml.plots.style geoml.stats.probability geoml.stats.random geoml.storage geoml.transform geoml.viz.graphviz geoml.viz.plotly geoml.viz.pyvista geoml.warping

MonotonicCubicSpline (class in geoml.math.interpolate) moving_average() (in module geoml.plots.prepare) mpl_to_plotly() (in module geoml.viz.plotly) Multiply (class in geoml.latent.network), [1] MultiStructureGP (class in geoml.latent.network), [1] MultivariateEpsilonInsensitive (class in geoml.likelihood) MultivariateGaussian (class in geoml.likelihood) MultivariateHuber (class in geoml.likelihood) MultivariateLaplace (class in geoml.likelihood)

N

n_dim (geoml.data.base.BoundingBox property) n_holes (geoml.data.drillhole.DrillholeData property) n_knots (geoml.warping.Spline attribute) name (geoml.data.base.VariablePath property) (geoml.data.drillhole.IntervalTable attribute) ndim (geoml.storage.ArrayStore property) needs_splitting() (geoml.data.blocks.BlockSet3D method) NoDataError NodeIncompatibilityError, [1] noise_variance (geoml.data.variables.ContinuousVariable attribute), [1]

nominal() (geoml.models.ConformalCalibration method) normal_curve() (in module geoml.plots.prepare) normalize() (geoml.models.Normalizer method) Normalizer (class in geoml.models) NormalizeWithBoundingBox (class in geoml.transform), [1] NotClosedError NotGriddedDataError NotSingleValuedError numeric_points_3d() (in module geoml.viz.plotly) numeric_section_3d() (in module geoml.viz.plotly) numeric_values() (in module geoml.plots.prepare)

O

one_class() (geoml.likelihood.Bernoulli class method) open() (geoml.storage.ArrayStore class method) open_edges() (in module geoml.math.geometry)

OrderedGaussianIndicator (class in geoml.likelihood) OrderedRockType (class in geoml.data.variables) overlaps_with() (geoml.data.base.BoundingBox method)

P

padded_range() (in module geoml.plots.prepare) pairs() (geoml.plots.explorer.Explorer method) (geoml.plots.interactive.Interactive method) pairwise_dist() (in module geoml.math.tf) parameters (geoml.stats.probability.EpsilonInsensitive property) parent (geoml.data.base.VariablePath property) parts (geoml.data.base.VariablePath attribute) PCA (class in geoml.warping) pca() (geoml.plots.explorer.Explorer method) (geoml.plots.interactive.Interactive method) Periodic (class in geoml.transform), [1] planes_3d() (in module geoml.viz.plotly) point_variance() (geoml.kernels.Linear method) (geoml.kernels.Scale method) point_variance_d2() (geoml.kernels.Scale method) PointData (class in geoml.data.containers) predict() (geoml.latent.network.Add method), [1] (geoml.latent.network.BasicInput method) (geoml.latent.network.Bias method), [1] (geoml.latent.network.Exponentiation method), [1] (geoml.latent.network.GPWalk method), [1] (geoml.latent.network.GradientConstrainedInput method) (geoml.latent.network.Linear method), [1] (geoml.latent.network.LinearCombination method), [1] (geoml.latent.network.Multiply method), [1] (geoml.latent.network.ProductOfExperts method), [1] (geoml.latent.network.RadialTrend method), [1] (geoml.latent.network.Scale method), [1] (geoml.latent.network.SelectInput method), [1] (geoml.latent.network.Stack method), [1] (geoml.likelihood.Bernoulli method) (geoml.likelihood.BernoulliMaximumMargin method) (geoml.likelihood.CategoricalGaussianIndicator method) (geoml.likelihood.GradientIndicator method) (geoml.likelihood.HierarchicalGaussianIndicator method) (geoml.likelihood.OrderedGaussianIndicator method) (geoml.models.GP method) (geoml.models.StructuralField method) (geoml.models.VGPNetwork method)

predict_directions() (geoml.latent.network.BasicInput method) (geoml.latent.network.LinearCombination method), [1] (geoml.latent.network.ProductOfExperts method), [1] (geoml.latent.network.RadialTrend method), [1] (geoml.latent.network.Scale method), [1] predict_measurements() (geoml.models.VGPNetwork method) predict_raw() (geoml.models.GP method) (geoml.models.StructuralField method) (geoml.models.VGPNetwork method) predict_raw_directions() (geoml.models.StructuralField method) predicted (geoml.data.variables.BinaryVariable attribute) (geoml.data.variables.RockTypeVariable attribute) prediction (geoml.data.variables.ContinuousVariable attribute) prediction_input() (geoml.data.variables.ContinuousVariable method) (geoml.data.variables.VectorVariable method) prediction_scatter() (geoml.plots.explorer.Explorer method) (geoml.plots.interactive.Interactive method) prediction_values() (in module geoml.plots.prepare) principal_components() (in module geoml.plots.prepare) probabilities (geoml.data.variables.ContinuousVariable attribute), [1] probability (geoml.data.variables.BinaryVariable attribute) Product (class in geoml.kernels) ProductOfExperts (class in geoml.latent.network), [1] ProjectionTo1D (class in geoml.transform), [1] propagate() (geoml.latent.network.Add method), [1] (geoml.latent.network.BasicInput method) (geoml.latent.network.GPWalk method), [1] (geoml.latent.network.GradientConstrainedInput method) (geoml.latent.network.LinearCombination method), [1] (geoml.latent.network.SelectInput method), [1] (geoml.latent.network.Stack method), [1] propagation_rule() (in module geoml.latent.network) proportions (geoml.data.variables.ContinuousVariable attribute)

Q

qmc_simulations (geoml.models.GPOptions attribute)

quantiles (geoml.data.variables.ContinuousVariable attribute), [1]

R

RadialTrend (class in geoml.latent.network), [1] RandomProjections (class in geoml.transform), [1] ravel() (geoml.storage.ArrayStore method) realization_store() (in module geoml.plots.prepare) realizations() (in module geoml.plots.prepare) refine() (in module geoml.models) refresh() (geoml.latent.network.Add method), [1] (geoml.latent.network.BasicGP method), [1] (geoml.latent.network.BasicInput method) (geoml.latent.network.Bias method), [1] (geoml.latent.network.Concatenate method), [1] (geoml.latent.network.GPWalk method), [1] (geoml.latent.network.GradientConstrainedInput method) (geoml.latent.network.Linear method), [1] (geoml.latent.network.LinearCombination method), [1] (geoml.latent.network.Multiply method), [1] (geoml.latent.network.ProductOfExperts method), [1] (geoml.latent.network.RadialTrend method), [1] (geoml.latent.network.Scale method), [1] (geoml.latent.network.SelectInput method), [1] (geoml.latent.network.Stack method), [1] (geoml.models.GP method) (geoml.models.StructuralField method) (geoml.transform.Anisotropy2D method) (geoml.transform.Anisotropy2DDynamic method), [1] (geoml.transform.Anisotropy2DMath method), [1] (geoml.transform.Anisotropy3D method) (geoml.transform.Anisotropy3DDynamic method), [1] (geoml.transform.Anisotropy3DMath method), [1] (geoml.warping.ContinuousNormalizingFlow method) refresh_cached() (in module geoml.latent.network) rename() (geoml.data.drillhole.DrillholeData method) (geoml.data.drillhole.IntervalTable method)

rename_table() (geoml.data.drillhole.DrillholeData method) render() (in module geoml.data.base) render_all() (in module geoml.data.base) reset_probabilities() (geoml.data.variables.ContinuousVariable method) (geoml.data.variables.VectorVariable method) reset_quantiles() (geoml.data.variables.ContinuousVariable method) (geoml.data.variables.VectorVariable method) responsibilities (geoml.data.variables.ContinuousVariable attribute), [1] (geoml.data.variables.VectorVariable attribute) responsibilities() (geoml.likelihood.Mixture method) (geoml.models.VGPNetwork method) reversed_edges() (in module geoml.math.geometry) rmse() (in module geoml.metrics) rng() (in module geoml.stats.random) RobustPCA (class in geoml.warping) RockTypeVariable (class in geoml.data.variables) roles (geoml.data.drillhole.IntervalTable attribute) rotate() (geoml.data.grids.RotatedGrid3D method) (in module geoml.data.grids) RotatedBlockSet3D (class in geoml.data.blocks) RotatedGrid3D (class in geoml.data.grids) Rotation (class in geoml.warping) rotation_matrix() (geoml.data.blocks.RotatedBlockSet3D method) (geoml.data.grids.Grid3D method) (geoml.data.grids.RotatedGrid3D method) (in module geoml.math.geometry) rotation_matrix_from_points() (in module geoml.math.geometry) row_bands() (geoml.storage.ArrayStore method) row_cdf() (geoml.storage.ArrayStore method) row_quantiles() (geoml.storage.ArrayStore method) rows_per_location (geoml.data.blocks.Blocks1D property) (geoml.data.blocks.Blocks2D property) (geoml.data.blocks.Blocks3D property) (geoml.data.blocks.BlockSet3D property)

S

Scale (class in geoml.kernels) (class in geoml.latent.network), [1] (class in geoml.warping) scale (geoml.stats.probability.EpsilonInsensitive property) ScaledSimplex (class in geoml.warping) scene() (geoml.plots.explorer.Explorer method) (geoml.plots.interactive.Interactive method) Section3D (class in geoml.data.containers) segments_3d() (in module geoml.viz.plotly) SelectInput (class in geoml.latent.network), [1] SelectVariables (class in geoml.transform), [1] self_covariance_matrix_d2() (geoml.kernels.Product method) set_cutoffs() (geoml.data.variables.ContinuousVariable method) set_learning_rate() (geoml.models.GP method) (geoml.models.StructuralField method) (geoml.models.VGPNetwork method) set_limits() (geoml.transform.Anisotropy2D method) (geoml.transform.Anisotropy2DDynamic method), [1] (geoml.transform.Anisotropy2DMath method), [1] (geoml.transform.Anisotropy3D method) (geoml.transform.Anisotropy3DDynamic method), [1] (geoml.transform.Anisotropy3DMath method), [1] (geoml.transform.AnisotropyARD method) (geoml.transform.ChainedTransform method), [1] (geoml.transform.Concatenate method), [1] (geoml.transform.Isotropic method) set_parameter_limits() (geoml.latent.network.BasicInput method) (geoml.latent.network.GradientConstrainedInput method) set_role() (geoml.data.drillhole.IntervalTable method) set_seed() (in module geoml.stats.random) shape (geoml.storage.ArrayStore property) sheet_elevation() (in module geoml.math.geometry) sheet_interpolator() (in module geoml.math.geometry) show() (geoml.plots.dashboard.Dashboard method) Sigmoid (class in geoml.warping) signed_volume() (in module geoml.math.geometry) silence_retracing_notices() (in module geoml.math.tf) simplify() (geoml.data.meshes.Mesh3D method)

simulation_pairs() (geoml.plots.explorer.Explorer method) (geoml.plots.interactive.Interactive method) simulation_rule() (in module geoml.latent.network) simulation_sample() (in module geoml.plots.prepare) simulations (geoml.data.variables.ContinuousVariable attribute) single_valued() (in module geoml.math.geometry) size (geoml.storage.ArrayStore property) SizeIncompatibilityError, [1] smooth() (geoml.data.meshes.Mesh3D method) SmoothEmpirical (class in geoml.stats.probability) sobol_engine() (in module geoml.stats.random) Softplus (class in geoml.warping) Solid3D (class in geoml.data.meshes) spatial_k_fold() (geoml.data.containers.PointData method) Spherical (class in geoml.kernels) Spline (class in geoml.warping) SplineBased (class in geoml.stats.probability) split() (geoml.data.blocks.BlockSet3D method) (geoml.data.meshes.Mesh3D method) spread_check() (geoml.plots.explorer.Explorer method) (geoml.plots.interactive.Interactive method) (in module geoml.plots.prepare) Stack (class in geoml.latent.network), [1] step_path() (in module geoml.plots.prepare) store_columns() (in module geoml.storage) store_path (geoml.storage.ArrayStore property) StructuralField (class in geoml.models) structure_discs() (in module geoml.viz.pyvista) StudentT (class in geoml.likelihood) sub_block_index() (in module geoml.math.geometry) subset_holes() (geoml.data.drillhole.DrillholeData method) (geoml.data.drillhole.IntervalTable method) subset_region() (geoml.data.blocks.BlockSet3D method) (geoml.data.containers.PointData method) (geoml.data.drillhole.DrillholeData method) Sum (class in geoml.kernels) sunspot_number() (in module geoml.datasets) Surface3D (class in geoml.data.meshes)

T

to_dot() (geoml.models.VGPNetwork method) (in module geoml.viz.graphviz) to_html() (geoml.plots.dashboard.Dashboard method) to_numpy() (geoml.storage.ArrayStore method) train() (geoml.models.GP method) (geoml.models.GPEnsemble method) (geoml.models.StructuralField method) train_full() (geoml.models.VGPNetwork method) train_svi() (geoml.models.VGPNetwork method) training_curve() (geoml.plots.explorer.Explorer method) (geoml.plots.interactive.Interactive method) (in module geoml.plots.prepare)

training_input() (geoml.data.variables.DerivedVariable method) (geoml.data.variables.RockTypeVariable method) training_log (geoml.models.VGPNetwork attribute) training_step() (in module geoml.math.tf) training_tolerance (geoml.models.GPOptions attribute) transformed_pairs() (geoml.plots.explorer.Explorer method) (geoml.plots.interactive.Interactive method) trilinear_weights() (in module geoml.math.geometry)

U

unbalanced() (geoml.data.blocks.BlockSet3D method) uncertainty (geoml.data.variables.BinaryVariable attribute) (geoml.data.variables.RockTypeVariable attribute) (geoml.data.variables.VectorVariable attribute) uncertainty_values() (in module geoml.plots.prepare) union() (geoml.data.meshes.Solid3D method) unit_sub_grid() (in module geoml.math.geometry)

unpredicted() (geoml.data.blocks.BlockSet3D method) update() (geoml.data.variables.BinaryVariable method) (geoml.data.variables.CompositionalVariable method) (geoml.data.variables.ContinuousVariable method) (geoml.data.variables.DerivedVariable method) (geoml.data.variables.RockTypeVariable method) (geoml.data.variables.VectorVariable method) use() (in module geoml.plots.style)

V

validate() (geoml.data.drillhole.DrillholeData method) (geoml.data.drillhole.IntervalTable method) value_columns (geoml.data.drillhole.IntervalTable property) variable() (in module geoml.plots.prepare) variable_or_component() (in module geoml.plots.prepare) VariablePath (class in geoml.data.base) variogram() (geoml.plots.explorer.Explorer method) (geoml.plots.interactive.Interactive method) (in module geoml.plots.prepare)

variogram_score() (in module geoml.metrics) vector_product() (in module geoml.math.geometry) VectorVariable (class in geoml.data.variables) vertex_normals() (in module geoml.math.geometry) VGPNetwork (class in geoml.models) volume (geoml.data.meshes.Solid3D attribute)

W

walker() (in module geoml.datasets) warped_values() (in module geoml.plots.prepare) weights (geoml.data.variables.BinaryVariable attribute)

weld() (in module geoml.math.geometry) wrap_zarr() (geoml.storage.ArrayStore class method) write_html() (geoml.plots.dashboard.Dashboard method) write_into() (geoml.storage.ArrayStore method)

Z

ZScore (class in geoml.warping)