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-rw-r--r--doc/source/reference/arrays.classes.rst6
1 files changed, 3 insertions, 3 deletions
diff --git a/doc/source/reference/arrays.classes.rst b/doc/source/reference/arrays.classes.rst
index b82f7d33c..298e81717 100644
--- a/doc/source/reference/arrays.classes.rst
+++ b/doc/source/reference/arrays.classes.rst
@@ -37,14 +37,14 @@ Special attributes and methods
.. seealso:: :ref:`Subclassing ndarray <basics.subclassing>`
-Numpy provides several hooks that classes can customize:
+NumPy provides several hooks that classes can customize:
.. method:: class.__numpy_ufunc__(ufunc, method, i, inputs, **kwargs)
.. versionadded:: 1.11
Any class (ndarray subclass or not) can define this method to
- override behavior of Numpy's ufuncs. This works quite similarly to
+ override behavior of NumPy's ufuncs. This works quite similarly to
Python's ``__mul__`` and other binary operation routines.
- *ufunc* is the ufunc object that was called.
@@ -336,7 +336,7 @@ Record arrays (:mod:`numpy.rec`)
.. seealso:: :ref:`routines.array-creation.rec`, :ref:`routines.dtype`,
:ref:`arrays.dtypes`.
-Numpy provides the :class:`recarray` class which allows accessing the
+NumPy provides the :class:`recarray` class which allows accessing the
fields of a structured array as attributes, and a corresponding
scalar data type object :class:`record`.