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[DOC] Improve documentation for Aeon’s visualization module (aeon.visualisation) #2580

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@Kaustbh

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@Kaustbh

Describe the issue linked to the documentation

Currently, the Aeon visualization module lacks comprehensive documentation for several implemented plotting functions. While there are three existing notebooks:
https://www.aeon-toolkit.org/en/latest/examples.html#visualisation

  1. "Plotting Time Series"
  2. "Plotting Results"
  3. "Plotting for Learning-Specific Tasks"

Additionally notebooks for "Plotting time series" and "Plotting for learning specific tasks" appear to be the same.

Suggest a potential alternative/fix

  1. Adding new notebooks for the distances and estimator modules.

  2. Fixing the duplication in the existing notebooks.

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