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Fix uniform-initializer docstrings to use the range limit, not sigma #3835

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Fix uniform-initializer docstrings to use the range limit, not sigma #3835

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4 changes: 2 additions & 2 deletions python/mlx/nn/init.py
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Original file line number Diff line number Diff line change
Expand Up @@ -199,7 +199,7 @@ def glorot_uniform(
units according to:

.. math::
\sigma = \gamma \sqrt{\frac{6.0}{\text{fan\_in} + \text{fan\_out}}}
\text{limit} = \gamma \sqrt{\frac{6.0}{\text{fan\_in} + \text{fan\_out}}}

For more details see the original reference: `Understanding the difficulty
of training deep feedforward neural networks
Expand Down Expand Up @@ -301,7 +301,7 @@ def he_uniform(

.. math::

\sigma = \gamma \sqrt{\frac{3.0}{\text{fan}}}
\text{limit} = \gamma \sqrt{\frac{3.0}{\text{fan}}}

where :math:`\text{fan}` is either the number of input units when the
``mode`` is ``"fan_in"`` or output units when the ``mode`` is
Expand Down