# {py:mod}`elasticai.preprocessor.normalization.normalization`

```{py:module} elasticai.preprocessor.normalization.normalization
```

```{autodoc2-docstring} elasticai.preprocessor.normalization.normalization
:allowtitles:
```

## Module Contents

### Classes

````{list-table}
:class: autosummary longtable
:align: left

* - {py:obj}`DataNormalization <elasticai.preprocessor.normalization.normalization.DataNormalization>`
  - ```{autodoc2-docstring} elasticai.preprocessor.normalization.normalization.DataNormalization
    :summary:
    ```
````

### API

`````{py:class} DataNormalization(method: str, do_global_scaling: bool = False, peak_mode: int = 2)
:canonical: elasticai.preprocessor.normalization.normalization.DataNormalization

```{autodoc2-docstring} elasticai.preprocessor.normalization.normalization.DataNormalization
```

```{rubric} Initialization
```

```{autodoc2-docstring} elasticai.preprocessor.normalization.normalization.DataNormalization.__init__
```

````{py:method} list_normalization_methods(print_output: bool = True) -> list
:canonical: elasticai.preprocessor.normalization.normalization.DataNormalization.list_normalization_methods

```{autodoc2-docstring} elasticai.preprocessor.normalization.normalization.DataNormalization.list_normalization_methods
```

````

````{py:method} get_peak_amplitude_values() -> numpy.ndarray | torch.Tensor
:canonical: elasticai.preprocessor.normalization.normalization.DataNormalization.get_peak_amplitude_values

```{autodoc2-docstring} elasticai.preprocessor.normalization.normalization.DataNormalization.get_peak_amplitude_values
```

````

````{py:method} normalize(dataset: numpy.ndarray | torch.Tensor) -> numpy.ndarray | torch.Tensor
:canonical: elasticai.preprocessor.normalization.normalization.DataNormalization.normalize

```{autodoc2-docstring} elasticai.preprocessor.normalization.normalization.DataNormalization.normalize
```

````

````{py:method} create_design(target: str, bitwidth: int, id: str, path2save: pathlib.Path, signed: bool = True) -> None
:canonical: elasticai.preprocessor.normalization.normalization.DataNormalization.create_design

```{autodoc2-docstring} elasticai.preprocessor.normalization.normalization.DataNormalization.create_design
```

````

`````