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-rw-r--r--doc/source/reference/arrays.indexing.rst2
-rw-r--r--doc/source/reference/c-api/array.rst2
-rw-r--r--doc/source/reference/random/performance.rst4
-rw-r--r--doc/source/reference/ufuncs.rst2
4 files changed, 5 insertions, 5 deletions
diff --git a/doc/source/reference/arrays.indexing.rst b/doc/source/reference/arrays.indexing.rst
index a425b6e8b..56b99f272 100644
--- a/doc/source/reference/arrays.indexing.rst
+++ b/doc/source/reference/arrays.indexing.rst
@@ -117,7 +117,7 @@ concepts to remember include:
array([5, 6, 7, 8, 9])
- If the number of objects in the selection tuple is less than
- *N* , then ``:`` is assumed for any subsequent dimensions.
+ *N*, then ``:`` is assumed for any subsequent dimensions.
.. admonition:: Example
diff --git a/doc/source/reference/c-api/array.rst b/doc/source/reference/c-api/array.rst
index 83289010b..56fc59da3 100644
--- a/doc/source/reference/c-api/array.rst
+++ b/doc/source/reference/c-api/array.rst
@@ -1886,7 +1886,7 @@ Item selection and manipulation
Equivalent to :meth:`ndarray.sort<numpy.ndarray.sort>` (*self*, *axis*, *kind*).
Return an array with the items of *self* sorted along *axis*. The array
- is sorted using the algorithm denoted by *kind* , which is an integer/enum pointing
+ is sorted using the algorithm denoted by *kind*, which is an integer/enum pointing
to the type of sorting algorithms used.
.. c:function:: PyObject* PyArray_ArgSort(PyArrayObject* self, int axis)
diff --git a/doc/source/reference/random/performance.rst b/doc/source/reference/random/performance.rst
index d70dd064a..74dad4cc3 100644
--- a/doc/source/reference/random/performance.rst
+++ b/doc/source/reference/random/performance.rst
@@ -81,7 +81,7 @@ performance was computed using a geometric mean.
.. note::
- All timings were taken using Linux on a i5-3570 processor.
+ All timings were taken using Linux on an i5-3570 processor.
Performance on different Operating Systems
******************************************
@@ -150,4 +150,4 @@ Exponentials 100 33.7 26.3 109.8
Linux timings used Ubuntu 18.04 and GCC 7.4. Windows timings were made on
Windows 10 using Microsoft C/C++ Optimizing Compiler Version 19 (Visual
- Studio 2015). All timings were produced on a i5-3570 processor.
+ Studio 2015). All timings were produced on an i5-3570 processor.
diff --git a/doc/source/reference/ufuncs.rst b/doc/source/reference/ufuncs.rst
index aad285122..6d58d1a6d 100644
--- a/doc/source/reference/ufuncs.rst
+++ b/doc/source/reference/ufuncs.rst
@@ -380,7 +380,7 @@ advanced usage and will not typically be used.
result as a dimension with size one, so that the result will broadcast
correctly against the inputs. This option can only be used for generalized
ufuncs that operate on inputs that all have the same number of core
- dimensions and with outputs that have no core dimensions , i.e., with
+ dimensions and with outputs that have no core dimensions, i.e., with
signatures like ``(i),(i)->()`` or ``(m,m)->()``. If used, the location of
the dimensions in the output can be controlled with ``axes`` and ``axis``.