improved the readme

README.rst

@@ -1,3 +1,14 @@
+.. raw:: html
+   <a href="https://jonasrauber.github.io/eagerpy/"><img src="https://raw.githubusercontent.com/jonasrauber/eagerpy/master/docs/.vuepress/public/logo_small.png" align="right" /></a>
+
+======================================================================================
+EagerPy: PyTorch, TensorFlow, JAX and NumPy — all of them natively using the same code
+======================================================================================
+
+`EagerPy <https://jonasrauber.github.io/eagerpy/>`_ is a **Python framework** that let's you write code that automatically works natively with `PyTorch <https://pytorch.org>`_, `TensorFlow <https://www.tensorflow.org>`_, `JAX <https://github.com/google/jax>`_, and `NumPy <https://numpy.org>`_.
+
+EagerPy is **also great when you work with just one framework** but prefer a clean and consistent NumPy-inspired API that is fully chainable, provides extensive type annotions and let's you write beautiful code. It often combines the best of PyTorch's API and NumPy's API.
+
 .. image:: https://badge.fury.io/py/eagerpy.svg
    :target: https://badge.fury.io/py/eagerpy
 
@@ -7,17 +18,6 @@
 .. image:: https://img.shields.io/badge/code%20style-black-000000.svg
    :target: https://github.com/ambv/black
 
-.. image:: https://raw.githubusercontent.com/jonasrauber/eagerpy/master/docs/.vuepress/public/logo_small.png
-   :target: https://jonasrauber.github.io/eagerpy/
-   :align: right
-
-=======
-EagerPy
-=======
-
-`EagerPy <https://jonasrauber.github.io/eagerpy/>`_ is a **Python framework** that let's you write code that automatically works natively with `PyTorch <https://pytorch.org>`_, `TensorFlow <https://www.tensorflow.org>`_, `JAX <https://github.com/google/jax>`_, and `NumPy <https://numpy.org>`_.
-
-EagerPy is **also great when you work with just one framework** but prefer a clean and consistent NumPy-inspired API that is fully chainable, provides extensive type annotions and let's you write beautiful code. It often combines the best of PyTorch's API and NumPy's API.
 
 🔥 Design goals
 --------------
@@ -26,11 +26,13 @@ EagerPy is **also great when you work with just one framework** but prefer a cle
 - **Fully Chainable**: All functionality is available as methods on the tensor objects and as EagerPy functions.
 - **Type Checking**: Catch bugs before running your code thanks to EagerPy's extensive type annotations.
 
+
 📖 Documentation
 ---------------
 
 Learn more about in the `documentation <https://jonasrauber.github.io/eagerpy/>`_.
 
+
 🚀 Quickstart
 ------------
 
@@ -84,6 +86,7 @@ Learn more about in the `documentation <https://jonasrauber.github.io/eagerpy/>`
        # and return a native tensor
        return result.raw
 
+
 🗺 Use cases
 -----------
 
@@ -92,6 +95,7 @@ Foolbox, a popular adversarial attacks library, has been rewritten from scratch
 using EagerPy instead of NumPy to achieve native performance on models
 developed in PyTorch, TensorFlow and JAX, all with one code base.
 
+
 🐍 Compatibility
 ---------------