BinRoot/TensorFlow-Book resource

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4427 stars · 1177 forks observed · 2026-08-28

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

The official companion source code repository for the book 'Machine Learning with TensorFlow', organized as Jupyter Notebooks per chapter. It provides hands-on examples covering TensorFlow basics through CNNs, RNNs, and reinforcement learning.

Use cases

• learn machine learning with tensorflow through worked examples
• find example code for linear and logistic regression in tensorflow
• study convolutional neural network implementation notebooks
• get starter code for autoencoders and rnn timeseries prediction
• follow along with a machine learning book chapter by chapter

When to choose

• you are reading 'Machine Learning with TensorFlow' and want its official code
• you want beginner-friendly notebook-based ML examples
• you need reference implementations of classic ML algorithms in TensorFlow 1.x style

When to avoid

• you need production-ready or maintained TensorFlow 2.x code
• you want a library or framework rather than educational notebooks
• you need up-to-date deep learning examples with modern tooling

Facets

learning-resource · maturity maintenance

machine-learning deep-learning machine-learning deep-learning tutorials education python tensorflow jupyter-notebooks book-companion regression classification clustering reinforcement-learning cnn rnn autoencoder

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