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-rw-r--r--numpy/lib/format.py7
-rw-r--r--numpy/lib/npyio.py6
2 files changed, 6 insertions, 7 deletions
diff --git a/numpy/lib/format.py b/numpy/lib/format.py
index a0ec55f01..23eac7e7d 100644
--- a/numpy/lib/format.py
+++ b/numpy/lib/format.py
@@ -1,9 +1,8 @@
"""
+Binary serialization
-.. _binary-serialization:
-
-Binary Serialization
-====================
+NPY format
+==========
A simple format for saving numpy arrays to disk with the full
information about them.
diff --git a/numpy/lib/npyio.py b/numpy/lib/npyio.py
index 95804be7f..b109d65e1 100644
--- a/numpy/lib/npyio.py
+++ b/numpy/lib/npyio.py
@@ -475,7 +475,7 @@ def save(file, arr, allow_pickle=True, fix_imports=True):
Notes
-----
- For a description of the ``.npy`` format, see :ref:`binary-serialization`.
+ For a description of the ``.npy`` format, see :py:mod:`numpy.lib.format`.
Examples
--------
@@ -559,7 +559,7 @@ def savez(file, *args, **kwds):
The ``.npz`` file format is a zipped archive of files named after the
variables they contain. The archive is not compressed and each file
in the archive contains one variable in ``.npy`` format. For a
- description of the ``.npy`` format, see :ref:`binary-serialization`.
+ description of the ``.npy`` format, see :py:mod:`numpy.lib.format`.
When opening the saved ``.npz`` file with `load` a `NpzFile` object is
returned. This is a dictionary-like object which can be queried for
@@ -639,7 +639,7 @@ def savez_compressed(file, *args, **kwds):
variables they contain. The archive is compressed with
``zipfile.ZIP_DEFLATED`` and each file in the archive contains one variable
in ``.npy`` format. For a description of the ``.npy`` format, see
- :ref:`binary-serialization`.
+ :py:mod:`numpy.lib.format`.
When opening the saved ``.npz`` file with `load` a `NpzFile` object is