docs: Update links, info about PyStan 3

README.rst

@@ -7,19 +7,20 @@ PyStan: The Python Interface to Stan
 
 |pypi| |travis| |appveyor| |zenodo|
 
+.. tip:: PyStan 3 is available for Linux and macOS users. Visit the `PyStan 3 documentation <https://pystan.readthedocs.io/en/latest/>`_ for details. PyStan 2 is not maintained.
+
 **PyStan** provides a Python interface to Stan, a package for Bayesian inference
 using the No-U-Turn sampler, a variant of Hamiltonian Monte Carlo.
 
 For more information on `Stan <http://mc-stan.org>`_ and its modeling language,
 see the Stan User's Guide and Reference Manual at `http://mc-stan.org/
 <http://mc-stan.org/>`_.
 
-.. tip:: PyStan 3 Beta is available for Linux and macOS users. Testers are welcome. Visit the `PyStan 3 documentation <https://pystan-next.readthedocs.io/en/latest/>`_ for details.
 
 Important links
 ---------------
 
-- HTML documentation: https://pystan.readthedocs.org
+- HTML documentation: https://pystan2.readthedocs.org
 - Issue tracker: https://github.com/stan-dev/pystan/issues
 - Source code repository: https://github.com/stan-dev/pystan
 - Stan: http://mc-stan.org/
@@ -57,7 +58,7 @@ Detailed installation instructions can be found in the
 
 Windows Installation Instructions
 ---------------------------------
-Detailed installation instructions for Windows can be found in docs under `PyStan on Windows <https://pystan.readthedocs.io/en/latest/windows.html>`_
+Detailed installation instructions for Windows can be found in docs under `PyStan on Windows <https://pystan2.readthedocs.io/en/latest/windows.html>`_
 
 Quick Installation (Linux and macOS)
 ------------------------------------

doc/Run_PyStan_in_Atom.rst

@@ -7,7 +7,7 @@ PyStan doesn't automatically run in `Atom <http://atom.io>`_ even if we use scri
 
 Steps
 ------
-- Install PyStan as explained `here <http://pystan.readthedocs.io/en/latest/windows.html#windows>`_.
+- Install PyStan as explained `here <http://pystan2.readthedocs.io/en/latest/windows.html#windows>`_.
 - Install `Atom <http://atom.io>`_. Atom will be added to your path variable during the installation.
 - Launch `Atom <http://atom.io>`_ in your activated Stan environment as follows:
 
@@ -20,7 +20,7 @@ Steps
 
 Test
 ------
-To check if you can now run PyStan in Atom, copy and run the example code from the `installation doc <http://pystan.readthedocs.io/en/latest/windows.html#windows>`_.
+To check if you can now run PyStan in Atom, copy and run the example code from the `installation doc <http://pystan2.readthedocs.io/en/latest/windows.html#windows>`_.
 
 >>> import pystan
 >>> model_code = 'parameters {real y;} model {y ~ normal(0,1);}'

doc/index.rst

@@ -7,13 +7,14 @@
 PyStan: The Python Interface to Stan
 ====================================
 
+.. tip:: PyStan 3 is available for Linux and macOS users. Visit the `PyStan 3 documentation <https://pystan.readthedocs.io/en/latest/>`_ for details. PyStan 2 is not maintained.
+
 PyStan provides an interface to `Stan <http://mc-stan.org>`_, a package for
 Bayesian inference using the No-U-Turn sampler, a variant of Hamiltonian Monte
 Carlo.
 
 License: Open source, GPL3
 
-.. tip:: PyStan 3 Beta is available for Linux and macOS users. Testers are welcome. Visit the `PyStan 3 documentation <https://pystan-next.readthedocs.io/en/latest/>`_ for details.
 
 Documentation
 -------------
@@ -53,7 +54,7 @@ Important links
 ---------------
 
 - Source code repo: https://github.com/stan-dev/pystan
-- HTML documentation: http://pystan.readthedocs.org
+- HTML documentation: http://pystan2.readthedocs.org
 - Issue tracker: https://github.com/stan-dev/pystan/issues
 
 Related projects

doc/release-howto.rst

@@ -115,7 +115,7 @@ PyStan 2.19.1.1::
 
     A list of changes is available in the customary location:
 
-    http://pystan.readthedocs.io/en/latest/whats_new.html
+    http://pystan2.readthedocs.io/en/latest/whats_new.html
 
 TODO
 ====