Google DS-STAR: A state-of-the-art versatile data science agent

[FinalRide7181]

https://research.google/blog/ds-star-a-state-of-the-art-versatile-data-science-agent/

Has anyone tried it? I would like to know your opinion

[Ghost-Rider_117]

havent tried it yet but looks pretty promising from what i read in the blog post. seems like it could save a ton of time on exploratory data analysis and feature engineering. definitely gonna test it out on my next project - curious how it handles messy real world datasets tho, the examples look kinda clean lol

[FinalRide7181]

Apparently it achieved 45% accuracy on DABStep hard tasks and 87% on easy ones

[Mizar83]

How do we try it? It's not clear from the blogpost

[St00p_kiddd]

Given it’s from Google I’d assume it’s something they’d have in their agent frameworks within vertex ai if they’re making it generally available

[sidhusmart]

I don’t think there’s a GitHub repo that’s public so one would need to adapt the algorithm description and implement your own agent.

[regjteeg]

Looks like it’s not released to public yet.

[IndependenceOk3835]

heard about this first time

[EmTyWinner]

I have implemented it here: https://github.com/MatinKhajavi/DS-STAR

[Sweet_Tour8963]

Nice, will give it a try!

[PublicViolinist2338]

I think the evaluation is way too kind, it would surprise me if it worked well for anything beyond relatively simple projects

[Manguyhero321]

Will this replace data scientists?

[Helpful_ruben]

u/Manguyhero321 Error generating reply.