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tensorflow/examples

TensorFlow's official homework folder

This repository collects and publishes official and community TensorFlow examples, course materials, and supporting code for the project’s website, blog, and YouTube channel.

8.3k stars Jupyter Notebook ML FrameworksLearning
examples
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What it does This is the official TensorFlow examples repository — a curated filing cabinet for notebooks, tutorials, and course materials maintained by Google. It hosts community-contributed demos, reference code cited on tensorflow.org, and supporting material for the Udacity Deep Learning course, the TensorFlow Blog, and the project’s YouTube channel. The README frames it as a publishing endpoint as much as a code collection.

The interesting bit The repo functions more like a content delivery vehicle than a software project — its purpose is to give official and community educational material a permanent, version-controlled home outside the main TensorFlow codebase. Even the issue tracker lives upstream in tensorflow/tensorflow, which underscores that maintenance and engineering happen elsewhere.

Key highlights

  • Serves as the official publishing venue for TensorFlow.org examples, blog posts, and video companions
  • Includes community-submitted examples in a dedicated ./community directory
  • Houses course materials for the Udacity Deep Learning specialization
  • Issue tracking is handled upstream in the main tensorflow/tensorflow repository
  • Contains Jupyter notebooks rather than installable libraries or frameworks

Caveats

  • The README never lists which domains, model types, or TensorFlow versions are actually covered, so you must browse the directories to discover what is inside
  • This is fundamentally a content and curriculum repository, not a reusable tool or package you can import

Verdict Worth bookmarking if you are learning TensorFlow or need authoritative, runnable starting points. Skip it if you are looking for a reusable library or a searchable index of production-grade model implementations.

Frequently asked

What is tensorflow/examples?
This repository collects and publishes official and community TensorFlow examples, course materials, and supporting code for the project’s website, blog, and YouTube channel.
Is examples open source?
Yes — tensorflow/examples is open source, released under the Apache-2.0 license.
What language is examples written in?
tensorflow/examples is primarily written in Jupyter Notebook.
How popular is examples?
tensorflow/examples has 8.3k stars on GitHub.
Where can I find examples?
tensorflow/examples is on GitHub at https://github.com/tensorflow/examples.

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