hi @Max (Nixtla), yes I finally got to the moment where I am starting to work on trying to reproduce the nixtla M5 forecast! The work is a bit more involved than expected. I recall that my initial goal is to reproduce the M5 forecast as shown in your colab: https://colab.research.google.com/drive/1pmp4rqiwiPL-ambxTrJGBiNMS-7vm3v6. Since the API is no longer available as you told me in the call we had some time ago, I am trying to reproduce this locally using your open source libraries. I have to use data and code found in different places of your repos and apply some patches, until now the work has been more or less straightforward. But now, I just ran into a know issue (https://github.com/Nixtla/nixtla/issues/15) so it seems like a good moment to pause, say hi here and possibly ask for help! 🙂 you can see the work I have done so far in this public gist (it is a somewhat "dirty" notebook with my notes): https://gist.github.com/pietroppeter/d36d5f40ab3bb5cd6879b713d352d3ba not sure if any of you can help me out there

Let me have a look at it

I went back to this and fixed the issue, here is a PR: https://github.com/Nixtla/nixtla/pull/44 I will keep working on reproducing the colab notebook and let you know how it goes (and possibly ask more questions if I get stuck again) simple smile

Thank you very much pietro. We have been very busy Planning a new release and haven't been able to check this but @fede (nixtla) (they/them) will take a look at it next week.