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Add short docstrings #49

@tlienart

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@tlienart

At the very least should list and explain fields.

  • Clustering
    • KMeans
    • KMedoids
  • GaussianProcesses
    • GPClassifier
  • GLM
    • LinearRegressor
    • LinearBinaryClassifier
    • LinearCountRegressor
  • MultivariateStats
    • RidgeRegressor
    • PCA
    • KernelPCA
    • ICA
  • NaiveBayes
    • GaussianNBClassifier
    • MultinomialNBClassifier
  • NearestNeighbors
    • KNNRegressor
    • KNNClassifier

For Sklearn, probably best is to just link to the documentation website.

Also use the new MLJBase.docstring like

MLJBase.docstring(::Type{<:KNNRegressor}) = "K-Nearest Neighbor Regressor, based on [NearestNeighbors](https::.....).\nDo `@load KNNRegressor` and `?KNNRegressor` for documentation."

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