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-rw-r--r--doc/source/reference/c-api.array.rst7
-rw-r--r--doc/source/reference/c-api.coremath.rst2
-rw-r--r--doc/source/reference/index.rst4
-rw-r--r--doc/source/reference/routines.indexing.rst1
-rw-r--r--doc/source/reference/routines.io.rst2
-rw-r--r--doc/source/reference/routines.math.rst8
-rw-r--r--doc/source/reference/ufuncs.rst2
7 files changed, 19 insertions, 7 deletions
diff --git a/doc/source/reference/c-api.array.rst b/doc/source/reference/c-api.array.rst
index 82cac676e..ad7c725a8 100644
--- a/doc/source/reference/c-api.array.rst
+++ b/doc/source/reference/c-api.array.rst
@@ -382,10 +382,11 @@ From other objects
sequence, or object that exposes the array interface, *op*. The
parameters allow specification of the required *dtype*, the
minimum (*min_depth*) and maximum (*max_depth*) number of
- dimensions acceptable, and other *requirements* for the array. The
- *dtype* argument needs to be a :c:type:`PyArray_Descr` structure
+ dimensions acceptable, and other *requirements* for the array. This
+ function **steals a reference** to the dtype argument, which needs
+ to be a :c:type:`PyArray_Descr` structure
indicating the desired data-type (including required
- byteorder). The *dtype* argument may be NULL, indicating that any
+ byteorder). The *dtype* argument may be ``NULL``, indicating that any
data-type (and byteorder) is acceptable. Unless
:c:data:`NPY_ARRAY_FORCECAST` is present in ``flags``,
this call will generate an error if the data
diff --git a/doc/source/reference/c-api.coremath.rst b/doc/source/reference/c-api.coremath.rst
index 9027a4e0d..d3f7fcf75 100644
--- a/doc/source/reference/c-api.coremath.rst
+++ b/doc/source/reference/c-api.coremath.rst
@@ -237,7 +237,7 @@ of floating point round-off error.
Like for other types, NumPy includes a typedef npy_half for the 16 bit
float. Unlike for most of the other types, you cannot use this as a
-normal type in C, since is is a typedef for npy_uint16. For example,
+normal type in C, since it is a typedef for npy_uint16. For example,
1.0 looks like 0x3c00 to C, and if you do an equality comparison
between the different signed zeros, you will get -0.0 != 0.0
(0x8000 != 0x0000), which is incorrect.
diff --git a/doc/source/reference/index.rst b/doc/source/reference/index.rst
index f74816d6f..4f246096d 100644
--- a/doc/source/reference/index.rst
+++ b/doc/source/reference/index.rst
@@ -31,8 +31,8 @@ Acknowledgements
================
Large parts of this manual originate from Travis E. Oliphant's book
-`Guide to NumPy <http://www.tramy.us/>`__ (which generously entered
-Public Domain in August 2008). The reference documentation for many of
+`Guide to NumPy <https://archive.org/details/NumPyBook>`__ (which generously
+entered Public Domain in August 2008). The reference documentation for many of
the functions are written by numerous contributors and developers of
NumPy, both prior to and during the
`NumPy Documentation Marathon
diff --git a/doc/source/reference/routines.indexing.rst b/doc/source/reference/routines.indexing.rst
index 4af6845d0..4d2458d2f 100644
--- a/doc/source/reference/routines.indexing.rst
+++ b/doc/source/reference/routines.indexing.rst
@@ -61,5 +61,6 @@ Iterating over arrays
nditer
ndenumerate
ndindex
+ nested_iters
flatiter
lib.Arrayterator
diff --git a/doc/source/reference/routines.io.rst b/doc/source/reference/routines.io.rst
index 5df590f17..573498792 100644
--- a/doc/source/reference/routines.io.rst
+++ b/doc/source/reference/routines.io.rst
@@ -14,7 +14,7 @@ NumPy binary files (NPY, NPZ)
savez_compressed
The format of these binary file types is documented in
-http://docs.scipy.org/doc/numpy/neps/npy-format.html
+http://numpy.github.io/neps/npy-format.html
Text files
----------
diff --git a/doc/source/reference/routines.math.rst b/doc/source/reference/routines.math.rst
index 4c2f2800a..821363987 100644
--- a/doc/source/reference/routines.math.rst
+++ b/doc/source/reference/routines.math.rst
@@ -101,6 +101,14 @@ Floating point routines
nextafter
spacing
+Rational routines
+-----------------
+.. autosummary::
+ :toctree: generated/
+
+ lcm
+ gcd
+
Arithmetic operations
---------------------
.. autosummary::
diff --git a/doc/source/reference/ufuncs.rst b/doc/source/reference/ufuncs.rst
index 38f2926f7..3711f660f 100644
--- a/doc/source/reference/ufuncs.rst
+++ b/doc/source/reference/ufuncs.rst
@@ -550,6 +550,8 @@ Math operations
square
cbrt
reciprocal
+ gcd
+ lcm
.. tip::