From 5631c9c88e225a8809372fc24e2f103d083507f8 Mon Sep 17 00:00:00 2001
From: Alejandro Saucedo <axsauze@gmail.com>
Date: Thu, 12 Nov 2020 20:25:10 +0000
Subject: [PATCH] Added extra documentation to python installation and
 dependencies

---
 .gitmodules                      |  1 +
 docs/overview/python-package.rst | 14 ++++++++++++++
 2 files changed, 15 insertions(+)

diff --git a/.gitmodules b/.gitmodules
index 33549db54..7b7ada44f 100644
--- a/.gitmodules
+++ b/.gitmodules
@@ -13,3 +13,4 @@
 [submodule "python/pybind11"]
 	path = python/pybind11
 	url = https://github.com/pybind/pybind11
+    branch = v2.6.1
diff --git a/docs/overview/python-package.rst b/docs/overview/python-package.rst
index e581f7a85..332bf3448 100644
--- a/docs/overview/python-package.rst
+++ b/docs/overview/python-package.rst
@@ -52,6 +52,11 @@ More specifically, it can be through the following functions:
 * mgr.eval_async_<opname>_def - Runs operation asynchronously under a new anonymous sequence
 * seq.record_<opname> - Records operation in sequence (requires sequence to be in recording mode)
 
+Python Examples
+=========
+
+Below we cover a broad set of examples. These use the ```pyshader``` dependency, which you can install with `pip install pyshader`.
+
 Python Example (Simple)
 ^^^^^
 
@@ -60,6 +65,9 @@ Then you can interact with it from your interpreter. Below is the same sample as
 .. code-block:: python
    :linenos:
 
+   from kp import Manager, Tensor
+   from pyshader import python2shader, ivec3, f32, Array
+
    mgr = Manager()
 
    # Can be initialized with List[] or np.Array
@@ -101,6 +109,9 @@ Similarly you can find the same extended example as above:
 .. code-block:: python
    :linenos:
 
+    from kp import Manager, Tensor
+    from pyshader import python2shader, ivec3, f32, Array
+
     mgr = Manager(0, [2])
 
     # Can be initialized with List[] or np.Array
@@ -190,6 +201,9 @@ Similar to the logistic regression implementation in the C++ examples section, b
 .. code-block:: python
    :linenos:
 
+    from kp import Manager, Tensor
+    from pyshader import python2shader, ivec3, f32, Array
+
     @python2shader
     def compute_shader(
             index   = ("input", "GlobalInvocationId", ivec3),