.. _f-numpyonnximpl:

module ``npy.numpy_onnx_impl``
==============================







Short summary
+++++++++++++

module ``mlprodict.npy.numpy_onnx_impl``

:epkg:`numpy` functions implemented with :epkg:`onnx`.







Functions
+++++++++

+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| function                                                        | truncated documentation                                                                                                       |
+=================================================================+===============================================================================================================================+
| :func:`abs <mlprodict.npy.numpy_onnx_impl.abs>`                 | See :func:`numpy.abs`.                                                                                                        |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`acos <mlprodict.npy.numpy_onnx_impl.acos>`               | See :func:`numpy.acos`.                                                                                                       |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`acosh <mlprodict.npy.numpy_onnx_impl.acosh>`             | See :func:`numpy.acosh`.                                                                                                      |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`amax <mlprodict.npy.numpy_onnx_impl.amax>`               | See :func:`numpy.amax`.                                                                                                       |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`amin <mlprodict.npy.numpy_onnx_impl.amin>`               | See :func:`numpy.amin`.                                                                                                       |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`arange <mlprodict.npy.numpy_onnx_impl.arange>`           | See :func:`numpy.arange`, *start*, *stop* must be specified.                                                                  |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`argmax <mlprodict.npy.numpy_onnx_impl.argmax>`           | See :func:`numpy.argmax`.                                                                                                     |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`argmin <mlprodict.npy.numpy_onnx_impl.argmin>`           | See :func:`numpy.argmin`.                                                                                                     |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`asin <mlprodict.npy.numpy_onnx_impl.asin>`               | See :func:`numpy.asin`.                                                                                                       |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`asinh <mlprodict.npy.numpy_onnx_impl.asinh>`             | See :func:`numpy.asinh`.                                                                                                      |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`atan <mlprodict.npy.numpy_onnx_impl.atan>`               | See :func:`numpy.atan`.                                                                                                       |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`atanh <mlprodict.npy.numpy_onnx_impl.atanh>`             | See :func:`numpy.atanh`.                                                                                                      |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`ceil <mlprodict.npy.numpy_onnx_impl.ceil>`               | See :func:`numpy.ceil`.                                                                                                       |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`clip <mlprodict.npy.numpy_onnx_impl.clip>`               | See :func:`numpy.clip`.                                                                                                       |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`compress <mlprodict.npy.numpy_onnx_impl.compress>`       | See :func:`numpy.compress`. `numpy.compress(condition, x)` or `npnx.compress(x, condition)`.                                  |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`concat <mlprodict.npy.numpy_onnx_impl.concat>`           | Operator concat, handle :func:`numpy.vstack` and :func:`numpy.hstack`.                                                        |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`cos <mlprodict.npy.numpy_onnx_impl.cos>`                 | See :func:`numpy.cos`.                                                                                                        |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`cosh <mlprodict.npy.numpy_onnx_impl.cosh>`               | See :func:`numpy.cosh`.                                                                                                       |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`cst <mlprodict.npy.numpy_onnx_impl.cst>`                 | Creates a constant. `log(x) + numpy.float32(1)` works but `numpy.float32(32) + log(x)` fails because Python calls ...         |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`cumsum <mlprodict.npy.numpy_onnx_impl.cumsum>`           | See :func:`numpy.cumsum`.                                                                                                     |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`det <mlprodict.npy.numpy_onnx_impl.det>`                 | See :func:`numpy.linalg:det`.                                                                                                 |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`dot <mlprodict.npy.numpy_onnx_impl.dot>`                 | See :func:`numpy.dot`                                                                                                         |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`einsum <mlprodict.npy.numpy_onnx_impl.einsum>`           | See :func:`numpy.einsum`.                                                                                                     |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`erf <mlprodict.npy.numpy_onnx_impl.erf>`                 | See :epkg:`scipy:special:erf`.                                                                                                |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`exp <mlprodict.npy.numpy_onnx_impl.exp>`                 | See :func:`numpy.exp`.                                                                                                        |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`expand_dims <mlprodict.npy.numpy_onnx_impl.expand_dims>` | See :func:`numpy.expand_dims`.                                                                                                |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`expit <mlprodict.npy.numpy_onnx_impl.expit>`             | See :epkg:`scipy:special:expit`.                                                                                              |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`floor <mlprodict.npy.numpy_onnx_impl.floor>`             | See :func:`numpy.floor`.                                                                                                      |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`hstack <mlprodict.npy.numpy_onnx_impl.hstack>`           | See :func:`numpy.hstack`.                                                                                                     |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`identity <mlprodict.npy.numpy_onnx_impl.identity>`       | Identity.                                                                                                                     |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`isnan <mlprodict.npy.numpy_onnx_impl.isnan>`             | See :func:`numpy.isnan`.                                                                                                      |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`log <mlprodict.npy.numpy_onnx_impl.log>`                 | See :func:`numpy.log`.                                                                                                        |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`log1p <mlprodict.npy.numpy_onnx_impl.log1p>`             | See :func:`numpy.log1p`.                                                                                                      |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`matmul <mlprodict.npy.numpy_onnx_impl.matmul>`           | See :func:`numpy.matmul`.                                                                                                     |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`mean <mlprodict.npy.numpy_onnx_impl.mean>`               | See :func:`numpy.mean`.                                                                                                       |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`onnx_if <mlprodict.npy.numpy_onnx_impl.onnx_if>`         | Implements a test with onnx syntax.                                                                                           |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`pad <mlprodict.npy.numpy_onnx_impl.pad>`                 | It does not implement :func:`numpy.pad` but the ONNX version :func:`onnx_pad <mlprodict.onnxrt.ops_cpu.op_pad.onnx_pad>`. ... |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`prod <mlprodict.npy.numpy_onnx_impl.prod>`               | See :func:`numpy.prod`.                                                                                                       |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`reciprocal <mlprodict.npy.numpy_onnx_impl.reciprocal>`   | See :func:`numpy.reciprocal`.                                                                                                 |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`relu <mlprodict.npy.numpy_onnx_impl.relu>`               | relu                                                                                                                          |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`round <mlprodict.npy.numpy_onnx_impl.round>`             | See :func:`numpy.round`.                                                                                                      |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`sigmoid <mlprodict.npy.numpy_onnx_impl.sigmoid>`         | See :epkg:`scipy:special:expit`.                                                                                              |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`sign <mlprodict.npy.numpy_onnx_impl.sign>`               | See :func:`numpy.sign`.                                                                                                       |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`sin <mlprodict.npy.numpy_onnx_impl.sin>`                 | See :func:`numpy.sin`.                                                                                                        |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`sinh <mlprodict.npy.numpy_onnx_impl.sinh>`               | See :func:`numpy.sinh`.                                                                                                       |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`sqrt <mlprodict.npy.numpy_onnx_impl.sqrt>`               | See :func:`numpy.sqrt`.                                                                                                       |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`squeeze <mlprodict.npy.numpy_onnx_impl.squeeze>`         | See :func:`numpy.squeeze`.                                                                                                    |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`sum <mlprodict.npy.numpy_onnx_impl.sum>`                 | See :func:`numpy.sum`.                                                                                                        |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`tan <mlprodict.npy.numpy_onnx_impl.tan>`                 | See :func:`numpy.tan`.                                                                                                        |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`tanh <mlprodict.npy.numpy_onnx_impl.tanh>`               | See :func:`numpy.tanh`.                                                                                                       |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`topk <mlprodict.npy.numpy_onnx_impl.topk>`               | See :func:`numpy.argsort`.                                                                                                    |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`transpose <mlprodict.npy.numpy_onnx_impl.transpose>`     | See :func:`numpy.transpose`.                                                                                                  |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`unsqueeze <mlprodict.npy.numpy_onnx_impl.unsqueeze>`     | See :func:`numpy.expand_dims`.                                                                                                |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`vstack <mlprodict.npy.numpy_onnx_impl.vstack>`           | See :func:`numpy.vstack`.                                                                                                     |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+
| :func:`where <mlprodict.npy.numpy_onnx_impl.where>`             | See :func:`numpy.where`.                                                                                                      |
+-----------------------------------------------------------------+-------------------------------------------------------------------------------------------------------------------------------+








Documentation
+++++++++++++

.. automodule:: mlprodict.npy.numpy_onnx_impl
    :members:
    :special-members: __init__
    :show-inheritance: