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google-deepmind/sonnet
TensorFlow-based neural network library
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README
the first lines# Sonnet
Documentation | Examples
Sonnet is a library built on top of TensorFlow 2
designed to provide simple, composable abstractions for machine learning
research.
# Introduction
Sonnet has been designed and built by researchers at DeepMind. It can be used to
construct neural networks for many different purposes (un/supervised learning,
reinforcement learning, ...). We find it is a successful abstraction for our
organization, you might too!
More specifically, Sonnet provides a simple but powerful programming model
centered around a single concept: `snt.Module`. Modules can hold references to
parameters, other modules and methods that apply some function on the user
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Recent commits
default branch- 1hDisable TF32 for tests that fail with it . Ilya Biryukov
- 9dSuppress new Pyrefly findings before upgrading to v1.4.0 . Oleh Prypin
- 30dAutomated Code Change . Amer Elsheikh
- 113dAutomated Code Change . Hana Joo
- 175dInternal Change . Sonnet Contributor
- 260dAutomated Code Change . Hana Joo
- 288dReplace unicode escaped characters in ipynb files . Matej Aleksandrov
- 451dAutomated Code Change . Sonnet Contributor
- 451dAutomated Code Change . Sonnet Contributor
- 463dAutomated Code Change . Sonnet Contributor
