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# Random Distribution Generator NDArray API
```eval_rst
.. currentmodule:: mxnet.ndarray.random
```
## Overview
This document lists the random distribution generator routines of the *n*-dimensional array package:
```eval_rst
.. autosummary::
:nosignatures:
mxnet.ndarray.random
```
The `Random Distribution Generator NDArray` API, defined in the `ndarray.random` package, provides
imperative random distribution generator operations on CPU/GPU.
In the rest of this document, we list routines provided by the `ndarray.random` package.
## Random Distribution Generator
```eval_rst
.. currentmodule:: mxnet.ndarray.random
.. autosummary::
:nosignatures:
exponential
gamma
generalized_negative_binomial
negative_binomial
normal
poisson
uniform
multinomial
shuffle
mxnet.random.seed
```
## API Reference
<script type="text/javascript" src='../../../_static/js/auto_module_index.js'></script>
```eval_rst
.. automodule:: mxnet.ndarray.random
:members:
.. automodule:: mxnet.random
:members:
```
<script>auto_index("api-reference");</script>