[doc] Document update [skip ci] (#8784)
- Remove version specifics in cat demo. - Remove aws yarn. - Update faq. - Stop mentioning MPI. - Update sphinx inventory links. - Fix typo.
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Getting started with categorical data
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=====================================
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Experimental support for categorical data. After 1.5 XGBoost `gpu_hist` tree method has
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experimental support for one-hot encoding based tree split, and in 1.6 `approx` support
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was added.
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Experimental support for categorical data.
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In before, users need to run an encoder themselves before passing the data into XGBoost,
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which creates a sparse matrix and potentially increase memory usage. This demo
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