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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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