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Update the Vision page as it is outdated #1220

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@rcap107

Description

Describe the issue linked to the documentation

The Skrub Vision page is outdated and should be updated.

It includes as "future developments":

  • Add a Join-aggregator object, to do feature augmentation on one-to-many correspondences
  • Support polars
  • Interpolator join to join across multiple columns without exact correspondences in the keys
  • Release (yes we are not planning to release very soon)

Besides removing/updating those points, we should probably add something about the next 6 months.

Suggest a potential alternative/fix

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