.. _auto_curves_normalize:

*NORMALIZE THE CURVES BY DIVIDING THE Y-VALUES BY THE Y-MAX FROM ALL CURVES*
============================================================================

Normalizes one or more curves by dividing their y-values (and/or x-values) by the global maximum across all input curves. Use this worker to bring curves onto a common [0, 1] scale before comparison, overlay plotting, or ML preprocessing.

When to use
-----------

Classification: **process**.

Tagged: ``batch_curves``, ``curves``, ``normalize``, ``scaling``, ``y-max``.

Inputs
------

.. list-table::
   :header-rows: 1
   :widths: 20 20 20 20 20 20

   * - Label
     - ID
     - Type
     - Default
     - Required
     - Description
   * - Curve To Be Normalized
     - curvetobenormalized
     - vector
     - —
     - 
     - One or more input curves (x/y vector pairs) to be normalized; accepts multiple curves simultaneously, with the global max computed across all of them.
   * - Norm Type
     - norm_type
     - scalar
     - x
     - 
     - Axis to normalize: 'x' divides x-values by their global max, 'y' divides y-values by their global max, 'xy' normalizes both axes; defaults to 'x'.

Outputs
-------

.. list-table::
   :header-rows: 1
   :widths: 20 20 20 20

   * - Label
     - ID
     - Type
     - Description
   * - curves_normalize_output_1
     - curves_normalize_output_1
     - vector
     - The normalized curve(s) with the selected axis (x, y, or both) divided by the corresponding global maximum across all input curves, preserving the original curve count and structure.

Disciplines
-----------

- data.curve.transform

Runnable example
----------------

A runnable example is registered for this worker. Open the example workflow on the d3VIEW canvas: `/api/workflow/example?id=curves_normalize <https://www.d3view.com/api/workflow/example?id=curves_normalize>`_

.. raw:: html

   <hr style="margin-top:2em">
   <p style="font-size:11px;color:#888">
   Auto-generated from <code>transformation</code> schema. Worker id: <code>curves_normalize</code>. Schema hash: <code>fba723182db1</code>. Hand-curated docs in <code>workerexamples/</code> override this page when present.
   </p>