updating readme to add setup instructions

README.md

 # Building Autoencoders in Keras
 
-Using https://blog.keras.io/building-autoencoders-in-keras.html as a template, this project is for building simple autoencoders for image denoising
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+Using https://blog.keras.io/building-autoencoders-in-keras.html as a template, this project is for building simple autoencoders for image denoising
+
+## Set up your environment
+
+First things first, you'll need your environment set up correctly. 
+
+You can follow the instructions here: https://www.youtube.com/watch?v=tfGJlO9AeXU 
+This video will walk you through creating your own anaconda environment from this repository: https://gitlab.rc.uab.edu/rc-data-science/horovod-environment
+
+## Cloning the repository
+
+```
+#!/bin/bash
+# JOB HEADERS HERE
+mkdir -p /data/user/$USER/rc-dsc
+
+FOLDER = /data/user/$USER/rc-dsc/building-autoencoders-in-keras
+URL = https://gitlab.rc.uab.edu/rc-data-science/building-autoencoders-in-keras.git
+
+if [ ! -d "$FOLDER" ] ; then
+    git clone "$URL" "$FOLDER"
+else
+    cd $FOLDER
+    git pull "$URL"
+fi
+
+```
+
+
+
+