Module accuracy

Convert between noise scales and accuracies.

Modules

polars 🔒

tail_bounds 🔒

Functions

accuracy_to_discrete_gaussian_scale

Convert a desired accuracy (tolerance) into a discrete gaussian noise scale at a statistical significance level alpha.

accuracy_to_discrete_laplacian_scale

Convert a desired accuracy (tolerance) into a discrete Laplacian noise scale at a statistical significance level alpha.

accuracy_to_gaussian_scale

Convert a desired accuracy (tolerance) into a gaussian noise scale at a statistical significance level alpha.

accuracy_to_laplacian_scale

Convert a desired accuracy (tolerance) into a Laplacian noise scale at a statistical significance level alpha.

conservative_continuous_gaussian_tail_to_alpha

Computes the probability of sampling a value greater than or equal to t from the continuous gaussian distribution.

conservative_discrete_gaussian_tail_to_alpha

Computes the probability of sampling a value greater than t from the discrete gaussian distribution.

conservative_discrete_laplacian_tail_to_alpha

Computes the probability of sampling a value greater than t from the discrete laplace distribution.

discrete_gaussian_scale_to_accuracy

Convert a discrete gaussian scale into an accuracy estimate (tolerance) at a statistical significance level alpha.

discrete_laplacian_scale_to_accuracy

Convert a discrete Laplacian scale into an accuracy estimate (tolerance) at a statistical significance level alpha.

gaussian_scale_to_accuracy

Convert a gaussian scale into an accuracy estimate (tolerance) at a statistical significance level alpha.

laplacian_scale_to_accuracy

Convert a Laplacian scale into an accuracy estimate (tolerance) at a statistical significance level alpha.