Index

A

action_correction() (skmob.models.geosim.GeoSim method) action_correction_diary() (skmob.models.sts_epr.STS_epr method) assess_risk() (skmob.privacy.attacks.HomeWorkAttack method) (skmob.privacy.attacks.LocationAttack method) (skmob.privacy.attacks.LocationFrequencyAttack method) (skmob.privacy.attacks.LocationProbabilityAttack method) (skmob.privacy.attacks.LocationProportionAttack method) (skmob.privacy.attacks.LocationSequenceAttack method) (skmob.privacy.attacks.LocationTimeAttack method) (skmob.privacy.attacks.UniqueLocationAttack method)

C

cluster() (in module skmob.preprocessing.clustering) common_part_of_commuters() (in module skmob.measures.evaluation) common_part_of_commuters_distance() (in module skmob.measures.evaluation)

common_part_of_links() (in module skmob.measures.evaluation) compress() (in module skmob.preprocessing.compression) cosine_similarity() (skmob.models.geosim.GeoSim method) (skmob.models.sts_epr.STS_epr method)

D

DensityEPR (class in skmob.models.epr)

distance_straight_line() (in module skmob.measures.individual) Ditras (class in skmob.models.epr)

F

filter() (in module skmob.preprocessing.filtering) fit() (skmob.models.gravity.Gravity method) (skmob.models.markov_diary_generator.MarkovDiaryGenerator method) FlowDataFrame (class in skmob.core.flowdataframe)

FlowSeries (class in skmob.core.flowdataframe) frequency_rank() (in module skmob.measures.individual) from_file() (skmob.core.flowdataframe.FlowDataFrame class method) (skmob.core.trajectorydataframe.TrajDataFrame class method)

G

generate() (skmob.models.epr.DensityEPR method) (skmob.models.epr.Ditras method) (skmob.models.epr.SpatialEPR method) (skmob.models.geosim.GeoSim method) (skmob.models.gravity.Gravity method) (skmob.models.markov_diary_generator.MarkovDiaryGenerator method) (skmob.models.radiation.Radiation method) (skmob.models.sts_epr.STS_epr method)

GeoSim (class in skmob.models.geosim) get_dataset_info() (in module skmob.data.load) get_flow() (skmob.core.flowdataframe.FlowDataFrame method) Gravity (class in skmob.models.gravity)

H

home_location() (in module skmob.measures.individual)

homes_per_location() (in module skmob.measures.collective) HomeWorkAttack (class in skmob.privacy.attacks)

I

individual_mobility_network() (in module skmob.measures.individual)

information_gain() (in module skmob.measures.evaluation)

J

jump_lengths() (in module skmob.measures.individual)

K

k_radius_of_gyration() (in module skmob.measures.individual)

kullback_leibler_divergence() (in module skmob.measures.evaluation)

L

list_datasets() (in module skmob.data.load) load_dataset() (in module skmob.data.load) load_geolife_trajectories() (in module skmob.io.file) location_frequency() (in module skmob.measures.individual) LocationAttack (class in skmob.privacy.attacks)

LocationFrequencyAttack (class in skmob.privacy.attacks) LocationProbabilityAttack (class in skmob.privacy.attacks) LocationProportionAttack (class in skmob.privacy.attacks) LocationSequenceAttack (class in skmob.privacy.attacks) LocationTimeAttack (class in skmob.privacy.attacks)

M

make_individual_exploration_action() (skmob.models.geosim.GeoSim method) (skmob.models.sts_epr.STS_epr method) make_individual_return_action() (skmob.models.geosim.GeoSim method) (skmob.models.sts_epr.STS_epr method) make_social_action() (skmob.models.geosim.GeoSim method) (skmob.models.sts_epr.STS_epr method) mapping() (skmob.core.trajectorydataframe.TrajDataFrame method) MarkovDiaryGenerator (class in skmob.models.markov_diary_generator) max_distance_from_home() (in module skmob.measures.individual) max_error() (in module skmob.measures.evaluation) maximum_distance() (in module skmob.measures.individual) mean_square_displacement() (in module skmob.measures.collective) module skmob.core.flowdataframe skmob.core.trajectorydataframe skmob.data.load skmob.io.file skmob.measures.collective skmob.measures.evaluation skmob.measures.individual skmob.models.epr skmob.models.geosim skmob.models.gravity skmob.models.markov_diary_generator skmob.models.radiation skmob.models.sts_epr skmob.privacy.attacks

N

nrmse() (in module skmob.measures.evaluation)

number_of_locations() (in module skmob.measures.individual) number_of_visits() (in module skmob.measures.individual)

P

pearson_correlation() (in module skmob.measures.evaluation) plot_diary() (skmob.core.trajectorydataframe.TrajDataFrame method) plot_flows() (skmob.core.flowdataframe.FlowDataFrame method)

plot_stops() (skmob.core.trajectorydataframe.TrajDataFrame method) plot_tessellation() (skmob.core.flowdataframe.FlowDataFrame method) plot_trajectory() (skmob.core.trajectorydataframe.TrajDataFrame method)

R

r_squared() (in module skmob.measures.evaluation) Radiation (class in skmob.models.radiation) radius_of_gyration() (in module skmob.measures.individual) random_entropy() (in module skmob.measures.individual)

random_location_entropy() (in module skmob.measures.collective) read() (in module skmob.io.file) real_entropy() (in module skmob.measures.individual) recency_rank() (in module skmob.measures.individual) rmse() (in module skmob.measures.evaluation)

S

settings_from() (skmob.core.flowdataframe.FlowDataFrame method) (skmob.core.trajectorydataframe.TrajDataFrame method) skmob.core.flowdataframe module skmob.core.trajectorydataframe module skmob.data.load module skmob.io.file module skmob.measures.collective module skmob.measures.evaluation module skmob.measures.individual module skmob.models.epr module

skmob.models.geosim module skmob.models.gravity module skmob.models.markov_diary_generator module skmob.models.radiation module skmob.models.sts_epr module skmob.privacy.attacks module SpatialEPR (class in skmob.models.epr) spearman_correlation() (in module skmob.measures.evaluation) stay_locations() (in module skmob.preprocessing.detection) STS_epr (class in skmob.models.sts_epr)

T

timezone_conversion() (skmob.core.trajectorydataframe.TrajDataFrame method) to_flowdataframe() (skmob.core.trajectorydataframe.TrajDataFrame method)

TrajDataFrame (class in skmob.core.trajectorydataframe) TrajSeries (class in skmob.core.trajectorydataframe)

U

uncorrelated_entropy() (in module skmob.measures.individual)

uncorrelated_location_entropy() (in module skmob.measures.collective) UniqueLocationAttack (class in skmob.privacy.attacks)

V

visits_per_location() (in module skmob.measures.collective)

visits_per_time_unit() (in module skmob.measures.collective)

W

waiting_times() (in module skmob.measures.individual)

write() (in module skmob.io.file)