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Models and examples built with TensorFlow

License: Apache License 2.0

Shell 0.53% C++ 1.99% Python 89.32% Jupyter Notebook 7.67% Dockerfile 0.05% Starlark 0.44%

models_tf's Introduction

Logo

Welcome to the Model Garden for TensorFlow

The TensorFlow Model Garden is a repository with a number of different implementations of state-of-the-art (SOTA) models and modeling solutions for TensorFlow users. We aim to demonstrate the best practices for modeling so that TensorFlow users can take full advantage of TensorFlow for their research and product development.

Directory Description
official • A collection of example implementations for SOTA models using the latest TensorFlow 2's high-level APIs
• Officially maintained, supported, and kept up to date with the latest TensorFlow 2 APIs by TensorFlow
• Reasonably optimized for fast performance while still being easy to read
research • A collection of research model implementations in TensorFlow 1 or 2 by researchers
• Maintained and supported by researchers
community • A curated list of the GitHub repositories with machine learning models and implementations powered by TensorFlow 2
orbit • A flexible and lightweight library that users can easily use or fork when writing customized training loop code in TensorFlow 2.x. It seamlessly integrates with tf.distribute and supports running on different device types (CPU, GPU, and TPU).

Announcements

Contributions

help wanted:paper implementation

If you want to contribute, please review the contribution guidelines.

License

Apache License 2.0

models_tf's People

Contributors

saberkun avatar tensorflower-gardener avatar nealwu avatar markdaoust avatar aichendouble avatar tfboyd avatar kmindspark avatar pkulzc avatar cshallue avatar syiming avatar derekjchow avatar tombstone avatar allenwang28 avatar jaeyounkim avatar yeqingli avatar lukaszkaiser avatar guptapriya avatar reedwm avatar lamberta avatar haoyuz avatar arashwan avatar asimshankar avatar jch1 avatar martinwicke avatar qlzh727 avatar rxsang avatar yknzhu avatar tanzhenyu avatar vishnubanna avatar zongweiz avatar

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