2323.. _Gitter : https://gitter.im/matplotlib/matplotlib
2424
2525.. |NUMFocus | image :: https://img.shields.io/badge/powered%20by-NumFOCUS-orange.svg?style=flat&colorA=E1523D&colorB=007D8A
26- .. _NUMFocus : http://www.numfocus.org
27-
26+ .. _NUMFocus : https://www.numfocus.org
2827
2928.. |GitTutorial | image :: https://img.shields.io/badge/PR-Welcome-%23FF8300.svg?
3029.. _GitTutorial : https://git-scm.com/book/en/v2/GitHub-Contributing-to-a-Project
3130
32- .. image :: doc/ _static/logo2.png
31+ .. image :: https://matplotlib.org/ _static/logo2.svg
3332
3433
3534Matplotlib is a comprehensive library for creating static, animated, and interactive visualizations in Python.
3635
37- Check out our `home page <http ://matplotlib.org/ >`_ for more information.
36+ Check out our `home page <https ://matplotlib.org/ >`_ for more information.
3837
39- .. image :: doc /_static/readme_preview.png
38+ .. image :: https://matplotlib.org /_static/readme_preview.png
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4140Matplotlib produces publication-quality figures in a variety of hardcopy formats
4241and interactive environments across platforms. Matplotlib can be used in Python scripts,
@@ -48,7 +47,7 @@ Install
4847=======
4948
5049For installation instructions and requirements, see `INSTALL.rst <INSTALL.rst >`_ or the
51- `install <http ://matplotlib.org/users/installing.html >`_ documentation.
50+ `install <https ://matplotlib.org/users/installing.html >`_ documentation.
5251
5352Test
5453====
@@ -67,7 +66,7 @@ You've worked out a way to fix it – even better!
6766
6867You want to tell us about it – best of all!
6968
70- Start at the `contributing guide <http ://matplotlib.org/devdocs/devel/contributing.html >`_!
69+ Start at the `contributing guide <https ://matplotlib.org/devdocs/devel/contributing.html >`_!
7170
7271Contact
7372=======
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