Index

A

add_capacity() (in module qif.measure.g_vuln) (in module qif.measure.l_risk) (in module qif.measure.shannon) add_leakage() (in module qif.measure.bayes_risk) (in module qif.measure.bayes_vuln) (in module qif.measure.g_vuln) (in module qif.measure.guessing) (in module qif.measure.l_risk) (in module qif.measure.pred_risk) (in module qif.measure.pred_vuln) (in module qif.measure.shannon)

add_metric() (in module qif.refinement) add_metric_bound() (in module qif.refinement) assert_proper() (in module qif.channel) (in module qif.probab)

B

binary_channel() (in module qif.measure.pred_risk) (in module qif.measure.pred_vuln)

C

convex_separation() (in module qif.metric)

convex_separation_quasi() (in module qif.metric)

D

defaults (class in qif.lp) deterministic() (in module qif.channel)

discrete() (in module qif.metric) distance_matrix() (in module qif.mechanism.d_privacy)

E

euclidean() (in module qif.metric) euclidean_chain() (in module qif.metric)

exact_distance() (in module qif.mechanism.d_privacy) expected_distance() (in module qif.utility) exponential() (in module qif.mechanism.d_privacy)

F

factorize() (in module qif.channel) from_cell() (point static method)

from_distance_matrix() (in module qif.metric) from_grid() (in module qif.probab) from_polar() (point static method)

G

g_add() (in module qif.measure.g_vuln) g_from_posterior() (in module qif.measure.g_vuln) G_id() (in module qif.measure.g_vuln)

g_id() (in module qif.measure.g_vuln) G_pred() (in module qif.measure.pred_vuln) g_to_bayes() (in module qif.measure.g_vuln) geometric() (in module qif.mechanism.d_privacy)

H

hyper() (in module qif.channel)

I

identity() (in module qif.channel) is_private() (in module qif.measure.d_privacy) is_proper() (in module qif.channel) (in module qif.probab)

is_uniform() (in module qif.probab) iterative_bayesian_update() (in module qif.channel)

K

kantorovich() (in module qif.metric)

L

l1() (in module qif.metric) l1_diameter() (in module qif.metric.optimize) l2() (in module qif.metric) l2_min_enclosing_ball() (in module qif.metric.optimize)

L_pred() (in module qif.measure.pred_risk) L_zero_one() (in module qif.measure.l_risk) l_zero_one() (in module qif.measure.l_risk) left_factorize() (in module qif.channel) loss_to_gain() (in module qif.measure.l_risk)

M

max() (in module qif.metric) max_entropy_given_same_loss() (in module qif.mechanism.shannon) max_refined_by() (in module qif.refinement) max_risk_for_row() (in module qif.mechanism.bayes_risk) max_risk_given_max_loss() (in module qif.mechanism.bayes_risk) (in module qif.mechanism.l_risk) method (defaults attribute) min() (in module qif.metric) min_entropy_leakage() (in module qif.measure.bayes_vuln) min_loss_given_d() (in module qif.mechanism.d_privacy) min_loss_given_max_vuln() (in module qif.mechanism.bayes_vuln) (in module qif.mechanism.g_vuln) min_loss_given_min_risk() (in module qif.mechanism.bayes_risk) (in module qif.mechanism.l_risk) min_vuln_for_row() (in module qif.mechanism.bayes_vuln) min_vuln_given_max_loss() (in module qif.mechanism.bayes_vuln) (in module qif.mechanism.g_vuln) mirror() (in module qif.metric) module qif qif.channel qif.channel.compose qif.lp qif.measure qif.measure.bayes_risk qif.measure.bayes_vuln qif.measure.d_privacy qif.measure.g_vuln qif.measure.guessing qif.measure.l_risk qif.measure.pred_risk qif.measure.pred_vuln qif.measure.shannon qif.mechanism qif.mechanism.bayes_risk qif.mechanism.bayes_vuln qif.mechanism.d_privacy qif.mechanism.g_vuln qif.mechanism.geo_ind qif.mechanism.l_risk qif.mechanism.shannon qif.metric qif.metric.optimize qif.probab qif.refinement qif.utility

msg_level (defaults attribute) mult_capacity() (in module qif.measure.bayes_risk) (in module qif.measure.bayes_vuln) (in module qif.measure.pred_risk) (in module qif.measure.pred_vuln) mult_kantorovich() (in module qif.metric) mult_leakage() (in module qif.measure.bayes_risk) (in module qif.measure.bayes_vuln) (in module qif.measure.g_vuln) (in module qif.measure.guessing) (in module qif.measure.l_risk) (in module qif.measure.pred_risk) (in module qif.measure.pred_vuln) (in module qif.measure.shannon) mult_reals() (in module qif.metric) mult_total_variation() (in module qif.metric)

N

no_interference() (in module qif.channel)

normalize() (in module qif.channel) (in module qif.probab)

P

parallel() (in module qif.channel.compose) planar_geometric_grid() (in module qif.mechanism.geo_ind) planar_geometric_sample() (in module qif.mechanism.geo_ind) planar_laplace_grid() (in module qif.mechanism.geo_ind) planar_laplace_sample() (in module qif.mechanism.geo_ind) point (class in qif) point() (in module qif.probab) posterior() (in module qif.channel) (in module qif.measure.bayes_risk) (in module qif.measure.bayes_vuln) (in module qif.measure.g_vuln) (in module qif.measure.guessing) (in module qif.measure.l_risk) (in module qif.measure.pred_risk) (in module qif.measure.pred_vuln) (in module qif.measure.shannon)

posteriors() (in module qif.channel) presolve (defaults attribute) prior() (in module qif.measure.bayes_risk) (in module qif.measure.bayes_vuln) (in module qif.measure.d_privacy) (in module qif.measure.g_vuln) (in module qif.measure.guessing) (in module qif.measure.l_risk) (in module qif.measure.pred_risk) (in module qif.measure.pred_vuln) (in module qif.measure.shannon) priv_refined_by() (in module qif.refinement)

Q

qif module qif.channel module qif.channel.compose module qif.lp module qif.measure module qif.measure.bayes_risk module qif.measure.bayes_vuln module qif.measure.d_privacy module qif.measure.g_vuln module qif.measure.guessing module qif.measure.l_risk module qif.measure.pred_risk module qif.measure.pred_vuln module qif.measure.shannon module

qif.mechanism module qif.mechanism.bayes_risk module qif.mechanism.bayes_vuln module qif.mechanism.d_privacy module qif.mechanism.g_vuln module qif.mechanism.geo_ind module qif.mechanism.l_risk module qif.mechanism.shannon module qif.metric module qif.metric.optimize module qif.probab module qif.refinement module qif.utility module

R

randomized_response() (in module qif.mechanism.d_privacy) randu() (in module qif.channel) (in module qif.probab)

reduced() (in module qif.channel) refined_by() (in module qif.refinement) repeated_independent() (in module qif.channel.compose)

S

sample() (in module qif.channel) (in module qif.probab) scale() (in module qif.metric) set_default_type() (in module qif) simplex_l1_min_enclosing_ball() (in module qif.metric.optimize) simplex_project() (in module qif.metric.optimize)

smallest_epsilon() (in module qif.measure.d_privacy) solver (defaults attribute) strategy() (in module qif.measure.bayes_risk) (in module qif.measure.bayes_vuln) (in module qif.measure.g_vuln) (in module qif.measure.l_risk) sum_column_min() (in module qif.channel)

T

threshold() (in module qif.metric) threshold_inf() (in module qif.metric) tight_constraints() (in module qif.mechanism.d_privacy)

to_distance_matrix() (in module qif.metric) to_grid() (in module qif.probab) total_variation() (in module qif.metric)

U

uniform() (in module qif.probab)