MXNet - Python API

MXNet provides a rich Python API to serve a broad community of Python developers. In this section, we provide an in-depth discussion of the functionality provided by various MXNet Python packages. We have included code samples for most of the APIs for improved clarity. These code samples will run as-is as long as MXNet is first imported by running:

>>> import mxnet as mx

.. note:: A convenient way to execute examples is the ``%doctest_mode`` mode of
    Jupyter notebook, which allows for pasting multi-line examples containing
    ``>>>`` while preserving indentation. Run ``%doctest_mode?`` in Jupyter notebook
    for more details.

NDArray API

.. toctree::
   :maxdepth: 1

   ndarray/ndarray.md
   ndarray/random.md
   ndarray/linalg.md
   ndarray/sparse.md
   ndarray/contrib.md

Symbol API

.. toctree::
   :maxdepth: 1

   symbol/symbol.md
   symbol/random.md
   symbol/linalg.md
   symbol/sparse.md
   symbol/contrib.md
   symbol/rnn.md

Module API

.. toctree::
   :maxdepth: 1

   module/module.md
   executor/executor.md

Autograd API

.. toctree::
   :maxdepth: 1

   autograd/autograd.md

Gluon API

.. toctree::
   :maxdepth: 1

   gluon/gluon.md
   gluon/nn.md
   gluon/rnn.md
   gluon/loss.md
   gluon/data.md
   gluon/model_zoo.md
   gluon/contrib.md

KVStore API

.. toctree::
   :maxdepth: 1

   kvstore/kvstore.md

IO API

.. toctree::
   :maxdepth: 1

   io/io.md

Image API

.. toctree::
   :maxdepth: 1

   image/image.md

Optimization API

.. toctree::
   :maxdepth: 1

   optimization/optimization.md

Callback API

.. toctree::
   :maxdepth: 1

   callback/callback.md

Metric API

.. toctree::
   :maxdepth: 1

   metric/metric.md

Run-Time Compilation API

.. toctree::
   :maxdepth 1

   rtc/rtc.md

Contrib Package

.. toctree::
   :maxdepth: 1

   contrib/contrib.md
   contrib/text.md