diff --git a/README.md b/README.md
index 70d747584..00b5cde5f 100644
--- a/README.md
+++ b/README.md
@@ -108,7 +108,7 @@ Keras uses the following dependencies:
 - HDF5 and h5py (optional, required if you use model saving/loading functions)
 - Optional but recommended if you use CNNs: cuDNN.
 
-When using the Theano backend:
+*When using the Theano backend:*
 - Theano
     - [See installation instructions](http://deeplearning.net/software/theano/install.html#install).
 
@@ -117,11 +117,11 @@ When using the Theano backend:
 sudo pip install git+git://github.com/Theano/Theano.git
 ```
 
-When using the TensorFlow backend:
+*When using the TensorFlow backend:*
 - TensorFlow
     - [See installation instructions](https://github.com/tensorflow/tensorflow#download-and-setup).
 
-To install, `cd` to the Keras folder and run the install command:
+To install Keras, `cd` to the Keras folder and run the install command:
 ```
 sudo python setup.py install
 ```
diff --git a/docs/sources/layers/recurrent.md b/docs/sources/layers/recurrent.md
index 18440ca62..07b551bad 100644
--- a/docs/sources/layers/recurrent.md
+++ b/docs/sources/layers/recurrent.md
@@ -11,7 +11,7 @@ keras.layers.recurrent.SimpleRNN(output_dim,
         stateful=False,
         input_dim=None, input_length=None)
 ```
-Fully connected RNN where output is to fed back to input. 
+Fully connected RNN where the output is to fed back to the input. 
 
 - __Input shape__: 3D tensor with shape: `(nb_samples, timesteps, input_dim)`.
 
diff --git a/setup.py b/setup.py
index e17836bc3..e29dd89bc 100644
--- a/setup.py
+++ b/setup.py
@@ -3,12 +3,12 @@ from setuptools import find_packages
 
 
 setup(name='Keras',
-      version='0.2.0',
+      version='0.3.0',
       description='Theano-based Deep Learning library',
       author='Francois Chollet',
       author_email='francois.chollet@gmail.com',
       url='https://github.com/fchollet/keras',
-      download_url='https://github.com/fchollet/keras/tarball/0.2.0',
+      download_url='https://github.com/fchollet/keras/tarball/0.3.0',
       license='MIT',
       install_requires=['theano', 'pyyaml', 'six'],
       extras_require={