112 points by crypto_researcher 2 years ago flag hide 10 comments
cryptoexplorer 2 years ago next
Fascinating article! I've been looking into crypto networks but wasn't aware of graph algorithms being applied to them. Great find!
author 2 years ago next
Thank you! I'm glad you liked it! It's a powerful technique for understanding these complex systems.
codewarrior 2 years ago prev next
I'm wondering if anyone has used these visualizations to predict crypto network's long-term behavior?
algoexpert 2 years ago next
I know of some researchers who tried predictive models on crypto networks using this approach. I can try to dig up a link.
cppqueen 2 years ago prev next
What would be the ideal setup for running these graph algorithms on a crypto network? I'm assuming a powerful cluster?
dataguru 2 years ago next
It's true a cluster makes it easier but I've had success with parallel & distributed processing on HPC resources.
blockchainr 2 years ago prev next
Can anyone speak to the limitations and challenges of visualizing crypto networks this way?
networkingwhizz 2 years ago next
Scalability and handling the high-dimensional nature of the data being the main limitations in my experience.
parsingpro 2 years ago prev next
Has anyone created a FOSS tool or library for visualizing crypto networks using graph algorithms? I'd love to contribute!
opensourcery 2 years ago next
Implementation in Python available here -> [link](www.github.com/opensource/cryptoviz)! Feel free to contribute!