nlintz/TensorFlow-Tutorials resource

Health v2 · maintenance only

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Adoption not part of the score

6028 stars · 1479 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

A collection of simple tutorial scripts introducing deep learning with Google's TensorFlow, ported from Theano tutorials. It covers topics from linear regression through CNNs, LSTMs, autoencoders, and GANs.

Use cases

• learn deep learning basics with tensorflow
• tutorial on building a convolutional neural network
• example of an lstm in tensorflow
• understand autoencoders with code
• get started with tensorflow 1.0
• learn word2vec implementation
• example of a gan in tensorflow

When to choose

• you want short, readable example scripts for classic deep learning models
• you are learning TensorFlow 1.x fundamentals
• you want ports of Theano tutorials to TensorFlow

When to avoid

• you use TensorFlow 2.x or Keras, since these target TensorFlow 1.0 alpha
• you need maintained, up-to-date tutorials
• you need production-ready code or a license for reuse

Facets

learning-resource · maturity abandoned

deep-learning machine-learning deep-learning machine-learning tutorials python tensorflow jupyter-notebook neural-networks tutorials educational

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markdown · JSON · MCP: product_card(name="nlintz/TensorFlow-Tutorials")