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Update regression.ipynb to explicitly cast one-hot encoding values #2316

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As currently written, the one-hot encoding step leaves the user with boolean dummy values that cause errors later in the tutorial as presently written, when passing the np.array() argument to Normalization.adapt(). The values need to be cast to a numerical type (e.g., int) either at the one-hot encoding step or the adapt() step.

As currently written, the one-hot encoding step leaves the user with boolean dummy values that cause errors later in the tutorial as presently written, when passing the np.array() argument to Normalization.adapt().  The values need to be cast to a numerical type (e.g., int) either at the one-hot encoding step or the adapt() step.
@jperk224 jperk224 requested a review from a team as a code owner June 23, 2024 04:08
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Preview

Preview and run these notebook edits with Google Colab: Rendered notebook diffs available on ReviewNB.com.

Format and style

Use the TensorFlow docs notebook tools to format for consistent source diffs and lint for style:
$ python3 -m pip install -U --user git+https://github.com/tensorflow/docs

$ python3 -m tensorflow_docs.tools.nbfmt notebook.ipynb
$ python3 -m tensorflow_docs.tools.nblint --arg=repo:tensorflow/docs notebook.ipynb
If commits are added to the pull request, synchronize your local branch: git pull origin patch-1

Change the verbiage slightly to include
reference to the Tensor docs and note
the nature of the object needing uniform
data types.
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