nfmcclure/tensorflow_cookbook resource

Health v2 · maintenance only

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6238 stars · 2365 forks observed · 2026-08-28

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

The official code repository for the book 'TensorFlow Machine Learning Cookbook' by Nick McClure, containing Jupyter Notebook recipes for TensorFlow algorithms. It covers topics from basic tensors through regression, SVMs, neural networks, CNNs, RNNs, and NLP.

Use cases

• learn tensorflow through worked examples
• find code recipes for implementing neural networks in tensorflow
• study cnn and rnn implementations
• learn linear regression and svm in tensorflow
• tensorflow cookbook companion code
• practice machine learning with jupyter notebooks

When to choose

• you are reading or studying the TensorFlow Machine Learning Cookbook
• you want notebook-style examples of classic ML algorithms in TensorFlow
• you are learning TensorFlow fundamentals like graphs, variables, and placeholders

When to avoid

• you need production-ready or maintained TensorFlow code
• you want modern TensorFlow 2.x / Keras idioms
• you need a library rather than educational example code

Facets

learning-resource · maturity maintenance

machine-learning deep-learning nlp data-science machine-learning deep-learning tutorials python tensorflow jupyter-notebooks cookbook neural-networks cnn rnn svm linear-regression tensorboard packt-book natural-language-processing

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