Merge branch 'docquantum-master-patch-17556' into 'master'

Make readme markdown compliant

See merge request !1

README.md

@@ -4,27 +4,25 @@ This is a walkthrough demo on machine learning to be run on HCC
 Make sure you are in the WORK directory
 
 # clone the repo
-git clone [the url of this repo]
+`git clone [the url of this repo]`
 
 # download the FMNIST dataset files
 
-
-wget https://www.dropbox.com/s/ywp0bx4q7g09qjh/fmnist_train_labels.npy?dl=1
-
-wget https://www.dropbox.com/s/z62pv5j7x3svjeg/fmnist_train_data.npy?dl=1
+`wget https://www.dropbox.com/s/ywp0bx4q7g09qjh/fmnist_train_labels.npy?dl=1`
+`wget https://www.dropbox.com/s/z62pv5j7x3svjeg/fmnist_train_data.npy?dl=1`
 
 
 # remane the FMNIST files
-mv fmnist_train_labels.npy\?dl\=1 fmnist_train_labels.npy
-mv fmnist_train_data.npy\?dl\=1 fmnist_train_data.npy
+`mv fmnist_train_labels.npy\?dl\=1 fmnist_train_labels.npy`
+`mv fmnist_train_data.npy\?dl\=1 fmnist_train_data.npy`
 
 
 ### to run the slurm script, put both run.sh and demo.py in the same directory. Than type
-sbatch run.sh
+`sbatch run.sh`
 
 ### after running a slurm script, logs will be placed in the current directory the filename will look similar to this
-slurm-22578078.out
+`slurm-22578078.out`
 
 ### to view running jobs given a crane username, type the following
-squeue -u <crane username>
+`squeue -u <crane username>`