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docs/src/index.md

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@@ -37,6 +37,8 @@ Xnew = transform(mach, X)
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```
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## Available Transformers
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See [complete list](transformers/all_transformers) of transformers in this package.
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In `MLJTransforms` we denote transformers that can operate on columns with `Continuous` and/or `Count` [scientific types](https://juliaai.github.io/ScientificTypes.jl/dev/) as numerical transformers. Meanwhile, categorical transformers operate on `Multiclass` and/or `OrderedFactor` [scientific types](https://juliaai.github.io/ScientificTypes.jl/dev/). Most categorical transformers in this package operate by converting categorical values into numerical values or vectors, and are therefore considered categorical encoders.
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Based on this, we categorize the methods in this package as follows, with further distinctions for categorical encoders:

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