Strange description in "2. Split" subsection

[HsienChing]

Strange description in "2. Split" subsection

Position:
"2. Split" subsection

Link:
https://www.tensorflow.org/tutorials/structured_data/time_series#2_split

Condition:

The original description is:
The code above took a batch of three 7-time step windows with 19 features at each time step. It splits them into a batch of 6-time step 19-feature inputs, and a 1-time step 1-feature label.

However, it's better to be modified as:
The code above took a batch three batches of three a 7-time step windows with 19 features at each time step. It splits them into a batch three batches of a 6-time step 19-feature inputs, and a 1-time step 1-feature label.

Reason:

Please see the screenshot below.
We know it's three batches instead of one.

1. A description of the tensor structure is provided.

Typically, data in TensorFlow is packed into arrays where the outermost index is across examples (the "batch" dimension). The middle indices are the "time" or "space" (width, height) dimension(s). The innermost indices are the features.

2. The result of the code is

All shapes are: (batch, time, features)
Window shape: (3, 7, 19)
Inputs shape: (3, 6, 19)
Labels shape: (3, 1, 1)

Screenshot date: 2026-04-22
Link: Run in Google Colab

[github-actions]

Preview

Preview and run these notebook edits with Google Colab:

• site/en/tutorials/structured_data/time_series.ipynb

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

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