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-rw-r--r--doc/source/dev/development_workflow.rst2
-rw-r--r--doc/source/f2py/windows/conda.rst2
-rw-r--r--doc/source/f2py/windows/index.rst2
-rw-r--r--doc/source/f2py/windows/pgi.rst4
-rw-r--r--doc/source/reference/array_api.rst2
-rw-r--r--doc/source/reference/c-api/array.rst2
-rw-r--r--doc/source/reference/security.rst2
7 files changed, 8 insertions, 8 deletions
diff --git a/doc/source/dev/development_workflow.rst b/doc/source/dev/development_workflow.rst
index b49a96d7a..33bd0126d 100644
--- a/doc/source/dev/development_workflow.rst
+++ b/doc/source/dev/development_workflow.rst
@@ -231,7 +231,7 @@ https://anaconda.org/scipy-wheels-nightly/ on the following conditions:
- by a weekly cron job or
- if the github action or travis build has been manually triggered, which requires appropriate permissions
-The wheels wil be uploaded to https://anaconda.org/multibuild-wheels-staging/
+The wheels will be uploaded to https://anaconda.org/multibuild-wheels-staging/
if the build was triggered by a tag to the repo that begins with ``v``
.. _Action: https://github.com/numpy/numpy/actions
diff --git a/doc/source/f2py/windows/conda.rst b/doc/source/f2py/windows/conda.rst
index b16402bbc..08a79b29d 100644
--- a/doc/source/f2py/windows/conda.rst
+++ b/doc/source/f2py/windows/conda.rst
@@ -4,7 +4,7 @@
F2PY and Conda on Windows
=========================
-As a convienience measure, we will additionally assume the
+As a convenience measure, we will additionally assume the
existence of ``scoop``, which can be used to install tools without
administrative access.
diff --git a/doc/source/f2py/windows/index.rst b/doc/source/f2py/windows/index.rst
index aee96cb13..c1e6b4128 100644
--- a/doc/source/f2py/windows/index.rst
+++ b/doc/source/f2py/windows/index.rst
@@ -83,7 +83,7 @@ LFortran (FOSS)
Baseline
========
-For this document we will asume the following basic tools:
+For this document we will assume the following basic tools:
- The IDE being considered is the community supported `Microsoft Visual Studio Code`_
- The terminal being used is the `Windows Terminal`_
diff --git a/doc/source/f2py/windows/pgi.rst b/doc/source/f2py/windows/pgi.rst
index 3139d9c5b..644259abe 100644
--- a/doc/source/f2py/windows/pgi.rst
+++ b/doc/source/f2py/windows/pgi.rst
@@ -19,10 +19,10 @@ as classic Flang requires a custom LLVM and compilation from sources.
**As of November 2021**
- As of 29-01-2022, `PGI compiler toolchains`_ have been superceeded by the Nvidia
+ As of 29-01-2022, `PGI compiler toolchains`_ have been superseded by the Nvidia
HPC SDK, with no `native Windows support`_.
However,
.. _PGI compiler toolchains: https://www.pgroup.com/index.html
-.. _native Windows support: https://developer.nvidia.com/nvidia-hpc-sdk-downloads#collapseFour \ No newline at end of file
+.. _native Windows support: https://developer.nvidia.com/nvidia-hpc-sdk-downloads#collapseFour
diff --git a/doc/source/reference/array_api.rst b/doc/source/reference/array_api.rst
index 8c7c6508b..01c8787eb 100644
--- a/doc/source/reference/array_api.rst
+++ b/doc/source/reference/array_api.rst
@@ -508,7 +508,7 @@ Linear Algebra Functions
* - ``vector_norm`` (*)
- Floating-point
-(*) Thes functions are split from ``norm`` from the main ``numpy`` namespace.
+(*) These functions are split from ``norm`` from the main ``numpy`` namespace.
See :ref:`array_api-name-changes`.
(**) These functions are new in the array API and are not in the main
diff --git a/doc/source/reference/c-api/array.rst b/doc/source/reference/c-api/array.rst
index ccff2ae91..e4028b7b4 100644
--- a/doc/source/reference/c-api/array.rst
+++ b/doc/source/reference/c-api/array.rst
@@ -1337,7 +1337,7 @@ Special functions for NPY_OBJECT
by NumPy. Users **should** also ensure to pass fully initialized buffers
to NumPy, since NumPy may make this a strong requirement in the future.
- There is currently an intention to ensure that NumPy always initalizes
+ There is currently an intention to ensure that NumPy always initializes
object arrays before they may be read. Any failure to do so will be
regarded as a bug.
In the future, users may be able to rely on non-NULL values when reading
diff --git a/doc/source/reference/security.rst b/doc/source/reference/security.rst
index 13e2436f7..5b1e7b532 100644
--- a/doc/source/reference/security.rst
+++ b/doc/source/reference/security.rst
@@ -3,7 +3,7 @@ NumPy security
Security issues can be reported privately as described in the project README
and when opening a `new issue on the issue tracker <https://github.com/numpy/numpy/issues/new/choose>`_.
-The `Python security reporting guidlines <https://www.python.org/dev/security/>`_
+The `Python security reporting guidelines <https://www.python.org/dev/security/>`_
are a good resource and its notes apply also to NumPy.
NumPy's maintainers are not security experts. However, we are conscientious