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github_url:https://github.com/deepmind/sonnet/tree/v2/docs

Sonnet Documentation

Sonnet is a library built on top of TensorFlow designed to provide simple, composable abstractions for machine learning research.

import sonnet as snt
import tensorflow as tf

mlp = snt.nets.MLP([1024, 1024, 10])
logits = mlp(tf.ones([8, 28 * 28]))

Installation

Install Sonnet by running:

$ pip install tensorflow
$ pip install dm-sonnet
.. toctree::
   :caption: Guides
   :maxdepth: 1

   modules

.. toctree::
   :caption: Package Reference
   :maxdepth: 1

   api

Contribute

Support

If you are having issues, please let us know by filing an issue on our issue tracker.

License

Sonnet is licensed under the Apache 2.0 License.

Indices and tables