Fix formatting in README.rst

Author: sbs2001

README.rst

@@ -79,11 +79,10 @@ Using Docker Compose
 ~~~~~~~~~~~~~~~~~~~~
 
 An easy way to set up VulnerableCode is with docker containers and
-docker compose. For this you need to have the following installed. -
-Docker Engine. Find instructions to install it
-`here <https://docs.docker.com/get-docker/>`__ - Docker Compose. Find
-instructions to install it
-`here <https://docs.docker.com/compose/install/#install-compose>`__
+docker compose. For this you need to have the following installed.
+
+- Docker Engine. Find instructions to install it `here <https://docs.docker.com/get-docker/>`__ 
+- Docker Compose. Find instructions to install it `here <https://docs.docker.com/compose/install/#install-compose>`__
 
 Use ``sudo docker-compose up`` to start VulnerableCode. Access
 VulnerableCode at http://localhost:8000/ or at http://127.0.0.1:8000/ .
@@ -227,4 +226,4 @@ For full documentation about API endpoints.
 .. |Gitter chat| image:: https://badges.gitter.im/gitterHQ/gitter.png
    :target: https://gitter.im/aboutcode-org/vulnerablecode
 .. |PRs Welcome| image:: https://img.shields.io/badge/PRs-welcome-brightgreen.svg?style=flat-square
-   :target: http://makeapullrequest.com
+   :target: http://makeapullrequest.com