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Commit c688e979 authored by Olivier Grisel's avatar Olivier Grisel
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DOC: formatting mistake

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...@@ -403,7 +403,7 @@ to be able to implement quick one liners in an ipython session such as:: ...@@ -403,7 +403,7 @@ to be able to implement quick one liners in an ipython session such as::
Depending on the nature of the algorithm ``fit`` can sometimes also Depending on the nature of the algorithm ``fit`` can sometimes also
accept additional keywords arguments. However any parameter that can accept additional keywords arguments. However any parameter that can
have a value assigned prior having access to the data should be an have a value assigned prior having access to the data should be an
``__init__`` keyword argument. **``fit`` parameters should be restricted ``__init__`` keyword argument. **fit parameters should be restricted
to directly data dependent variables**. For instance a Gram matrix or to directly data dependent variables**. For instance a Gram matrix or
an affinity matrix which are precomputed from the data matrix ``X`` are an affinity matrix which are precomputed from the data matrix ``X`` are
data dependent. A tolerance stopping criterion ``tol`` is not directly data dependent. A tolerance stopping criterion ``tol`` is not directly
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