data-science

Data science, data analysis, and machine learning in Clojure https://scicloj.github.io/pages/chat_streams/ for additional discussions
Santiago 2020-08-10T07:36:46.453100Z

I wrote a proof-of-concept implementation of AWS Sagemaker multimodel server in Clojure https://github.com/jcpsantiago/sagemaker-multimodel-clj At the moment it supports XGBoost models as I meant it as a proof of concept, and XGB is what I use the most. The included example models were trained in R, because I wanted to use cross-platform compatibility. I’ll try to integrate it with a broader framework to support more models — in Clj land that’s http://tech.ml these days, right? If you use it let me know 🙂 code can be vastly improved for sure, so if you want feel free to drop some PRs

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Anthony Khong 2020-08-10T08:23:55.453400Z

Hi Santiago, I’ve been working on https://github.com/zero-one-group/geni a dataset library that uses Spark as its engine. It has XGBoost and all the other models supported by Spark ML!

Santiago 2020-08-10T08:36:34.453700Z

@anthony550 that sounds great! I’ll investigate how it could be integrated into this

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Santiago 2020-08-10T09:25:24.454Z

do you use or have used Sagemaker before actually? I’m having a hard time finding folks using it, which is interesting considering I think it’s a nice value

Anthony Khong 2020-08-10T10:42:57.454300Z

No, I’m afraid. Will check it out!