API Reference

Tumult Labs’ differentially private analytics library.

Modules

binning_spec	A BinningSpec defines a binning operation on a column.
constraints	Defines Constraint types.
keyset	A KeySet specifies a list of values for one or more columns.
privacy_budget	Classes for specifying privacy budgets.
protected_change	Types for programmatically specifying what changes in input tables are protected.
query_builder	An API for building differentially private queries from basic operations.
query_expr	Building blocks of the Tumult Analytics query language. Not for direct use.
session	Interactive query evaluation using a differential privacy framework.
truncation_strategy	Defines strategies for performing truncation in private joins.
utils	Utility functions.

This diagram shows the basic workflow for most Analytics operations. (Click to see full-size image.)