Optimized garbage collection, Added tqdm progressbars

[FrozenWolf-Cyber]

Without proper garbage collection, building graphs on a large dataset required a lot of memory. With gc I was able to bring it down by a lot. I have also added tqdm progress bars and a few log statements for ease in usability.