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Fix the dead links in the README. #1450

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25 changes: 11 additions & 14 deletions README.rst
Original file line number Diff line number Diff line change
Expand Up @@ -7,8 +7,6 @@
.. image:: https://github.com/Axelrod-Python/Axelrod/workflows/CI/badge.svg
:target: https://github.com/Axelrod-Python/Axelrod/actions

|Join the chat at https://gitter.im/Axelrod-Python/Axelrod|

Axelrod
=======

Expand All @@ -32,29 +30,29 @@ Features
With Axelrod you:

- have access `to over 200 strategies
<http://axelrod.readthedocs.io/en/stable/reference/all_strategies.html>`_, including original and classics like Tit
<https://axelrod.readthedocs.io/en/stable/reference/strategy_index.html>`_, including original and classics like Tit
For Tat and Win Stay Lose Shift. These are extendable through parametrization
and a collection of strategy transformers.
- can create `head to head matches
<http://axelrod.readthedocs.io/en/stable/tutorials/getting_started/match.html>`_ between pairs of strategies.
<https://axelrod.readthedocs.io/en/stable/tutorials/new_to_game_theory_and_or_python/match.html>`_ between pairs of strategies.
- can create `tournaments
<http://axelrod.readthedocs.io/en/stable/tutorials/getting_started/tournament.html>`_ over a number of strategies.
<https://axelrod.readthedocs.io/en/stable/tutorials/new_to_game_theory_and_or_python/tournament.html>`_ over a number of strategies.
- can study population dynamics through `Moran processes
<http://axelrod.readthedocs.io/en/stable/tutorials/getting_started/moran.html>`_ and an `infinite
<https://axelrod.readthedocs.io/en/stable/tutorials/new_to_game_theory_and_or_python/moran.html>`_ and an `infinite
population model
<http://axelrod.readthedocs.io/en/stable/tutorials/further_topics/ecological_variant.html>`_.
<https://axelrod.readthedocs.io/en/stable/how-to/run_axelrods_ecological_variant.html>`_.
- can analyse detailed `results of tournaments
<http://axelrod.readthedocs.io/en/stable/tutorials/getting_started/summarising_tournaments.html>`_ and matches.
<https://axelrod.readthedocs.io/en/stable/tutorials/new_to_game_theory_and_or_python/summarising_tournaments.html>`_ and matches.
- can `visualise results
<http://axelrod.readthedocs.io/en/stable/tutorials/getting_started/visualising_results.html>`_ of tournaments.
<https://axelrod.readthedocs.io/en/stable/tutorials/new_to_game_theory_and_or_python/visualising_results.html>`_ of tournaments.

.. image:: http://axelrod.readthedocs.io/en/stable/_images/demo_strategies_boxplot.svg
:height: 300 px
:align: center

- can reproduce a number of contemporary research topics such as `fingerprinting <http://axelrod.readthedocs.io/en/stable/tutorials/further_topics/fingerprinting.html>`_ of
- can reproduce a number of contemporary research topics such as `fingerprinting <https://axelrod.readthedocs.io/en/stable/how-to/fingerprint.html>`_ of
strategies and `morality metrics
<http://axelrod.readthedocs.io/en/stable/tutorials/further_topics/morality_metrics.html>`_.
<https://axelrod.readthedocs.io/en/stable/how-to/calculate_morality_metrics.html>`_.

.. image:: https://github.com/Axelrod-Python/Axelrod-fingerprint/raw/master/assets/Tricky_Defector.png
:height: 300 px
Expand Down Expand Up @@ -100,8 +98,7 @@ Examples
--------

- https://github.com/Axelrod-Python/tournament is a tournament pitting all the
strategies in the repository against each other. These results can be easily
viewed at http://axelrod-tournament.readthedocs.org.
strategies in the repository against each other.
- https://github.com/Axelrod-Python/Axelrod-notebooks contains a set of example
Jupyter notebooks.
- https://github.com/Axelrod-Python/Axelrod-fingerprint contains fingerprints
Expand All @@ -114,7 +111,7 @@ All contributions are welcome!

You can find helpful instructions about contributing in the
documentation:
https://axelrod.readthedocs.io/en/latest/how-to/contributing/index.html
https://axelrod.readthedocs.io/en/stable/how-to/contributing/index.html

Publications
------------
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