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.

Autograd API

KVStore API

Image API

Callback API

Apache MXNet is an effort undergoing incubation at The Apache Software Foundation (ASF), sponsored by the Apache Incubator. Incubation is required of all newly accepted projects until a further review indicates that the infrastructure, communications, and decision making process have stabilized in a manner consistent with other successful ASF projects. While incubation status is not necessarily a reflection of the completeness or stability of the code, it does indicate that the project has yet to be fully endorsed by the ASF.

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