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docs: fit transform addition #16

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2 changes: 2 additions & 0 deletions docs/src/index.md
Original file line number Diff line number Diff line change
Expand Up @@ -71,6 +71,8 @@ The following methods, dispatched on model type, are provided:
- `fit`, for regular training, overloaded if the model generalizes to new data, as in
classical supervised learning; the principal output of `fit` is the learned parameters

- `fit_transform`, for training transformations and transforming data in a single function call (specially usefull to avoid iterating over the data several times).

- `update!`, for adding model iterations, or responding efficiently to other
post-`fit`changes in hyperparameters

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