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# 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:
```python
>>> import mxnet as mx
```
```eval_rst
.. 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.
```
## Table of contents
```eval_rst
.. toctree::
:maxdepth: 2
ndarray
symbol
module
rnn
kvstore
io
optimization
callback
metric
```