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Reference implementations of popular Binarized Neural Networks

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Larq Zoo

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For more information, see larq.dev/zoo.

Larq Zoo is part of a family of libraries for BNN development; you can also check out Larq for building and training BNNs and Larq Compute Engine for deployment on mobile and edge devices.

Requirements

Before installing Larq Zoo, please install:

  • Python version 3.6, 3.7, 3.8, or 3.9
  • Tensorflow version 1.15, 2.0, 2.1, 2.2, 2.3, 2.4, or 2.5

Installation

You can install Larq Zoo with Python's pip package manager:

pip install larq-zoo

About

Larq Zoo is being developed by a team of deep learning researchers and engineers at Plumerai to help accelerate both our own research and the general adoption of Binarized Neural Networks.

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Reference implementations of popular Binarized Neural Networks

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