---
title: distributions (latest version)
description: API reference for samplomatic.distributions in the latest version of samplomatic
source: https://eu-de.quantum.cloud.ibm.com/docs/en/api/samplomatic/distributions
---

# samplomatic.distributions

Distributions

## Classes

|                                                                                                                                                               |                                                                                        |
| ------------------------------------------------------------------------------------------------------------------------------------------------------------- | -------------------------------------------------------------------------------------- |
| [`BalancedUniformPauli`](/docs/api/samplomatic/auto/distributions-balanced-uniform-pauli "samplomatic.distributions.BalancedUniformPauli")(num\_subsystems)   | The balanced uniform distribution over virtual Pauli gates.                            |
| [`Distribution`](/docs/api/samplomatic/auto/distributions-distribution "samplomatic.distributions.Distribution")(num\_subsystems)                             | A distribution over virtual gates.                                                     |
| [`HaarU2`](/docs/api/samplomatic/auto/distributions-haar-u-2 "samplomatic.distributions.HaarU2")(num\_subsystems)                                             | The Haar distribution over 2x2 unitary virtual gates.                                  |
| [`UniformC1`](/docs/api/samplomatic/auto/distributions-uniform-c-1 "samplomatic.distributions.UniformC1")(num\_subsystems)                                    | The uniform distribution over virtual C1 gates.                                        |
| [`UniformLocalC1`](/docs/api/samplomatic/auto/distributions-uniform-local-c-1 "samplomatic.distributions.UniformLocalC1")(num\_subsystems, gate\_name, \*)    | The uniform distribution over C1⊗C1 elements that stay local and C1 under conjugation. |
| [`UniformPauli`](/docs/api/samplomatic/auto/distributions-uniform-pauli "samplomatic.distributions.UniformPauli")(num\_subsystems)                            | The uniform distribution over virtual Pauli gates.                                     |
| [`UniformPauliSubset`](/docs/api/samplomatic/auto/distributions-uniform-pauli-subset "samplomatic.distributions.UniformPauliSubset")(num\_subsystems, paulis) | The uniform distribution over a subset of virtual Pauli gates.                         |