Index

A

as_time_space_points() (open_cp.sepp.SEPPTrainer method)

aspect_ratio (open_cp.data.RectangularRegion attribute) AverageTimeAdjustedKernel (class in open_cp.sepp)

B

background_kernel (open_cp.sepp.SEPPPredictor attribute) background_prediction() (open_cp.seppexp.SEPPPredictor method)

background_rate() (open_cp.seppexp.SEPPPredictor method) bounding_box (open_cp.data.TimedPoints attribute)

C

ClassicWeight (class in open_cp.prohotspot) compute_kth_distance() (in module open_cp.kernels)

compute_normalised_kth_distance() (in module open_cp.kernels) ContinuousPrediction (class in open_cp.predictors)

D

data (open_cp.predictors.DataTrainer attribute) DataTrainer (class in open_cp.predictors) default_burglary_data() (in module open_cp.sources.chicago) (in module open_cp.sources.ukpolice)

DistanceDiagonalsDifferent (class in open_cp.prohotspot) DistanceDiagonalsSame (class in open_cp.prohotspot)

E

empty (open_cp.data.TimedPoints attribute) events_before() (open_cp.data.TimedPoints method)

Exponential (class in open_cp.sources.sepp) ExponentialDecaySampler (class in open_cp.sources.sepp)

F

first() (open_cp.kernels.TimeSpaceFactorsEstimator method) from_continuous_prediction() (open_cp.predictors.GridPredictionArray static method)

from_continuous_prediction_region() (open_cp.predictors.GridPredictionArray static method) from_coords() (open_cp.data.TimedPoints static method)

G

GaussianKernel (class in open_cp.kernels) GaussianSpaceSampler (class in open_cp.sources.sepp) grid_prediction_from_kernel() (in module open_cp.predictors) grid_risk() (open_cp.predictors.ContinuousPrediction method) (open_cp.predictors.GridPrediction method) (open_cp.predictors.GridPredictionArray method)

grid_size() (open_cp.data.RectangularRegion method) GridDistance (class in open_cp.prohotspot) GridHawkesProcess (class in open_cp.sources.sepp) GridPrediction (class in open_cp.predictors) GridPredictionArray (class in open_cp.predictors)

H

height (open_cp.data.RectangularRegion attribute)

HomogeneousPoisson (class in open_cp.sources.sepp) HomogeneousPoissonSampler (class in open_cp.sources.sepp)

I

InhomogeneousPoisson (class in open_cp.sources.sepp) InhomogeneousPoissonFactors (class in open_cp.sources.sepp) initial_p_matrix() (in module open_cp.sepp)

intensity() (open_cp.sources.sepp.PoissonTimeGaussianSpace method) (open_cp.sources.sepp.SpaceTimeKernel method) intensity_matrix (open_cp.predictors.GridPredictionArray attribute)

K

Kernel (class in open_cp.kernels) kernel_max() (open_cp.sources.sepp.Exponential method) (open_cp.sources.sepp.HomogeneousPoisson method) (open_cp.sources.sepp.PoissonTimeGaussianSpace method) (open_cp.sources.sepp.SpaceTimeKernel method) (open_cp.sources.sepp.TimeKernel method)

KernelEstimator (class in open_cp.kernels) KernelRiskPredictor (class in open_cp.predictors) KernelSampler (class in open_cp.sources.random) KNNG1_NDFactors (class in open_cp.kernels) kth_nearest_neighbour_gaussian_kde() (in module open_cp.kernels) KthNearestNeighbourGaussianKDE (class in open_cp.kernels)

L

load() (in module open_cp.sources.chicago) (in module open_cp.sources.ukpolice)

M

make_kernel() (in module open_cp.sepp) make_space_kernel() (in module open_cp.sepp) make_time_unit() (in module open_cp.sources.sepp) marginal_knng() (in module open_cp.kernels)

max (open_cp.data.RectangularRegion attribute) maximisation() (in module open_cp.seppexp) maximisation_corrected() (in module open_cp.seppexp) mesh_data() (open_cp.predictors.GridPredictionArray method) min (open_cp.data.RectangularRegion attribute)

N

next_iteration() (open_cp.sepp.StocasticDecluster method)

number_data_points (open_cp.data.TimedPoints attribute)

O

open_cp.data (module) open_cp.kernels (module) open_cp.predictors (module) open_cp.prohotspot (module) open_cp.retrohotspot (module) open_cp.sepp (module)

open_cp.seppexp (module) open_cp.sources (module) open_cp.sources.chicago (module) open_cp.sources.random (module) open_cp.sources.sepp (module) open_cp.sources.ukpolice (module) OptimisationResult (class in open_cp.sepp)

P

p_matrix() (in module open_cp.sepp) (in module open_cp.seppexp) p_matrix_fast() (in module open_cp.sepp) percentile_matrix() (open_cp.predictors.GridPredictionArray method) Point (class in open_cp.data) points_from_lon_lat() (in module open_cp.data) PoissonTimeGaussianSpace (class in open_cp.sources.sepp)

predict() (open_cp.prohotspot.ProspectiveHotSpot method) (open_cp.prohotspot.ProspectiveHotSpotContinuous method) (open_cp.retrohotspot.RetroHotSpot method) (open_cp.retrohotspot.RetroHotSpotGrid method) (open_cp.sepp.SEPPPredictor method) (open_cp.seppexp.SEPPPredictor method) ProspectiveHotSpot (class in open_cp.prohotspot) ProspectiveHotSpotContinuous (class in open_cp.prohotspot)

Q

Quartic (class in open_cp.retrohotspot)

R

random_spatial() (in module open_cp.sources.random) random_uniform() (in module open_cp.sources.random) rebase() (open_cp.predictors.ContinuousPrediction method) RectangularRegion (class in open_cp.data) ReflectedKernel (class in open_cp.kernels) ReflectedKernelEstimator (class in open_cp.kernels) rejection_sample_2d() (in module open_cp.sources.random)

rest() (open_cp.kernels.TimeSpaceFactorsEstimator method) RetroHotSpot (class in open_cp.retrohotspot) RetroHotSpotGrid (class in open_cp.retrohotspot) risk() (open_cp.predictors.ContinuousPrediction method) (open_cp.predictors.GridPrediction method) (open_cp.predictors.KernelRiskPredictor method) run_optimisation() (open_cp.sepp.StocasticDecluster method)

S

sample() (open_cp.sources.sepp.ExponentialDecaySampler method) (open_cp.sources.sepp.GridHawkesProcess method) (open_cp.sources.sepp.HomogeneousPoissonSampler method) (open_cp.sources.sepp.InhomogeneousPoisson method) (open_cp.sources.sepp.InhomogeneousPoissonFactors method) (open_cp.sources.sepp.Sampler method) (open_cp.sources.sepp.SelfExcitingPointProcess method) sample_points() (in module open_cp.sepp) sample_to_randomised_grid() (open_cp.sources.sepp.GridHawkesProcess method) sample_with_details() (open_cp.sources.sepp.SelfExcitingPointProcess method) Sampler (class in open_cp.sources.sepp) scale_to_real_time() (in module open_cp.sources.sepp) SelfExcitingPointProcess (class in open_cp.sources.sepp) SelfExcitingPointProcess.Sample (class in open_cp.sources.sepp) SEPPPredictor (class in open_cp.sepp) (class in open_cp.seppexp)

SEPPTrainer (class in open_cp.sepp) (class in open_cp.seppexp) set_scale() (open_cp.kernels.GaussianKernel method) (open_cp.kernels.Kernel method) (open_cp.kernels.ReflectedKernel method) (open_cp.kernels.TimeSpaceFactorsEstimator.Factors_Kernel method) (open_cp.sepp.AverageTimeAdjustedKernel method) (open_cp.sources.sepp.SpaceTimeKernel method) (open_cp.sources.sepp.TimeKernel method) space_cutoff (open_cp.sepp.SEPPTrainer attribute) space_kernel() (open_cp.kernels.TimeSpaceFactorsEstimator.Factors_Kernel method) (open_cp.sepp.AverageTimeAdjustedKernel method) SpaceSampler (class in open_cp.sources.sepp) SpaceTimeKernel (class in open_cp.sources.sepp) StocasticDecluster (class in open_cp.sepp)

T

time_cutoff (open_cp.sepp.SEPPTrainer attribute) time_deltas() (open_cp.data.TimedPoints method) time_kernel() (open_cp.kernels.TimeSpaceFactorsEstimator.Factors_Kernel method) (open_cp.sepp.AverageTimeAdjustedKernel method) time_range (open_cp.data.TimedPoints attribute) TimedPoints (class in open_cp.data) TimeKernel (class in open_cp.sources.sepp) times_datetime() (open_cp.data.TimedPoints method)

TimeSpaceFactorsEstimator (class in open_cp.kernels) TimeSpaceFactorsEstimator.Factors_Kernel (class in open_cp.kernels) to_kernel() (open_cp.predictors.ContinuousPrediction method) to_time_space_coords() (open_cp.data.TimedPoints method) train() (open_cp.sepp.SEPPTrainer method) (open_cp.seppexp.SEPPTrainer method) trigger_kernel (open_cp.sepp.SEPPPredictor attribute) trigger_kernel_estimator (open_cp.sepp.SEPPTrainer attribute)

U

UniformRegionSampler (class in open_cp.sources.sepp)

W

Weight (class in open_cp.prohotspot) (class in open_cp.retrohotspot)

width (open_cp.data.RectangularRegion attribute)

X

x (open_cp.data.Point attribute) xcoords (open_cp.data.TimedPoints attribute)

xmax (open_cp.data.RectangularRegion attribute) xmin (open_cp.data.RectangularRegion attribute) xsize (open_cp.predictors.GridPrediction attribute)

Y

y (open_cp.data.Point attribute) ycoords (open_cp.data.TimedPoints attribute)

ymax (open_cp.data.RectangularRegion attribute) ymin (open_cp.data.RectangularRegion attribute) ysize (open_cp.predictors.GridPrediction attribute)