readme

readme.md

@@ -10,19 +10,21 @@ We will keep adding to this.
 **If you have any suggestions for other new implementations,
 please create a [Github Issue](https://github.com/lab-ml/labml_nn/issues).**
 
-#### [✨ Transformers](http://lab-ml.com/labml_nn/transformers) 
+#### ✨ [Transformers](http://lab-ml.com/labml_nn/transformers)
 
-[Transformers module](http://lab-ml.com/labml_nn/transformers) 
+[Transformers module](http://lab-ml.com/labml_nn/transformers)
 contains implementations for
 [multi-headed attention](http://lab-ml.com/labml_nn/transformers/mha.html)
 and
 [relative multi-headed attention](http://lab-ml.com/labml_nn/transformers/relative_mha.html>).
 
-#### [✨ Recurrent Highway Networks](http://lab-ml.com/labml_nn/recurrent_highway_networks)
+#### ✨ [Recurrent Highway Networks](http://lab-ml.com/labml_nn/recurrent_highway_networks)
 
-#### [✨ LSTM](http://lab-ml.com/labml_nn/lstm)
+#### ✨ [LSTM](http://lab-ml.com/labml_nn/lstm)
 
-#### [✨ Capsule Networks]()
+#### ✨ [Capsule Networks](http://lab-ml.com/labml_nn/capsule_networks/)
+
+#### ✨ [Generative Adversarial Networks](http://lab-ml.com/labml_nn/gan/)
 
 ### Installation
 

setup.py

@@ -5,7 +5,7 @@ with open("readme.md", "r") as f:
 
 setuptools.setup(
     name='labml_nn',
-    version='0.4.4',
+    version='0.4.5',
     author="Varuna Jayasiri, Nipun Wijerathne",
     author_email="vpjayasiri@gmail.com, hnipun@gmail.com",
     description="A collection of PyTorch implementations of neural network architectures and layers.",