Documentation for v0.1 version (#199)

* Adding Equations, solving typos
* improve _code.rst
* the team rst and restuctore index.rst
* fixing errors

---------

Co-authored-by: Dario Coscia <dariocoscia@dhcp-015.eduroam.sissa.it>

docs/source/_rst/models/deeponet.rst

@@ -2,9 +2,6 @@ DeepONet
 ===========
 .. currentmodule:: pina.model.deeponet
 
-.. automodule:: pina.model.deeponet
-
 .. autoclass:: DeepONet
    :members:
-   :private-members:
    :show-inheritance:

docs/source/_rst/models/fnn.rst

@@ -1,10 +1,7 @@
 FeedForward
-===========
+======================
 .. currentmodule:: pina.model.feed_forward
 
-.. automodule:: pina.model.feed_forward
-
 .. autoclass:: FeedForward
    :members:
-   :private-members:
    :show-inheritance:

docs/source/_rst/models/fnn_residual.rst

@@ -1,10 +1,7 @@
 ResidualFeedForward
-===========
+======================
 .. currentmodule:: pina.model.feed_forward
 
-.. automodule:: pina.model.feed_forward
-
 .. autoclass:: ResidualFeedForward
    :members:
-   :private-members:
    :show-inheritance:

docs/source/_rst/models/fno.rst

@@ -2,9 +2,6 @@ FNO
 ===========
 .. currentmodule:: pina.model.fno
 
-.. automodule:: pina.model.fno
-
 .. autoclass:: FNO
    :members:
-   :private-members:
    :show-inheritance:

docs/source/_rst/models/mionet.rst

@@ -0,0 +1,7 @@
+MIONet
+===========
+.. currentmodule:: pina.model.deeponet
+
+.. autoclass:: MIONet
+   :members:
+   :show-inheritance:

docs/source/_rst/models/multifeedforward.rst

@@ -1,10 +1,7 @@
 MultiFeedForward
-================
+==================
 .. currentmodule:: pina.model.multi_feed_forward
 
-.. automodule:: pina.model.multi_feed_forward
-
 .. autoclass:: MultiFeedForward
     :members:
-    :private-members:
     :show-inheritance:

docs/source/_rst/models/network.rst

@@ -1,10 +1,8 @@
 Network
 ================
-.. currentmodule:: pina.model.network
 
 .. automodule:: pina.model.network
 
 .. autoclass:: Network
     :members:
-    :private-members:
     :show-inheritance: