Man pages for mneunhoe/dpBootstrap
What the Package Does (One Line, Title Case)
| bin_data | Generate histogram of the input vector |
| boot_cdf | Generate B bootstrapped cdfs from an input cdf |
| dp_bootstrap | Generic pipeline for dp bootstrap |
| dp_bootstrap_cdf | Wrapper function to generate dp cdf and bootstrapped cdfs... |
| dp_cdf | Generate differentially private cdf from histogram |
| fast_factorize_M | Create factorization of sum matrix M |
| get_inv_M | Create inverse of query matrix M for cumulative (prefix) sum... |
| get_M | Create query matrix M for cumulative (prefix) sum queries |
| get_zcdp_rho | Calculate the rho of zCDP based on epsilon and delta |
| get_zcdp_sigma | Calculate the sigma (standard deviation) for the Gaussian... |
| population_converter | Function to run Monte Carlo experiments |
| project_dp_cdf | Project noisy cdf to isotone cdf |
| run_experiment | Function to run Monte Carlo experiments |
