Requirements:

Python - Version(3.5.4 or higher)
Libraries - os,pandas,dedupe

Steps To Follows:

1. Go to the project directory and then open the terminal and run -
	"python innovacer_task.py"
2. Intermediate_Output.csv will be generated which shows the records which are matching with the same cluster_Id.
3. Now run the command -
	"python Final_output.py"
4. Final output file will be generated

Sample Input:

ln			dob		gn	fn 
Frometa Garo		14/03/1997	M	Vladimir Antonio
Frometa Garo		14/03/1997	M	Vladimir A
Frometa			14/03/1997	M	Vladimir
Frometa G		14/03/1997	M	Vladimir
Frometa			14/03/1997	M	Vladimir A 
Frometa G		14/03/1997	M	Vladimir A 

Sample Output:

ln		dob		gn	fn
Frometa	G	14/03/1997	F	Vladimir A

FOR RETRAINING DELETE THE FILE NAMED:

csv_example_learned_settings
csv_example_training.json