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Can I re-deploy an algorithm after a few changes, without losing all the data? Or do I have to create a new one every time?

I created an algorithm, that performs well, I found a couple of inprovements, but I dont want to lose any previous data/stats, I was wondering if it is possible to re-deploy the changes. I cant find any help regarding that topic.