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Hi ARC_user, Let me try to address your questions: 1. Yes, depending on algorithm there will be maximum CPU usage on your SIMON instance allocated CPUs. You will notice that a bit more often as you said in RFF models since number of features that you have in your dataset and the number of trees in t...

Just one more thing regarding your second point: "- Also once a ML algorithm is added to the list, it is impossible to delete it from the list any more. I have faced this situation few times when a ML method is added to the list by accident and then I can’t get rid off it. This should be changed of ...

Dear ARC_user, First of all thanks for such nicely written post! I dont see that as much as I would want to. So yes, I just wanted to write you but you figure it out by yourself already. There is default parameter of 300s as a training limit for each model. This should definitely be configurable on ...

Hi @gedoardo83, I understand your issue. As you can imagine currently the most easiest way is to scale SIMON is vertically. SIMON has experimental horizontal scaling back-end developed but it currently only supports and OpenStack backend scaling API. In any case I think scaling is not your question ...

Hi Christos,

great!

genular_data_master => my mistake! you are right should be: genular_data

Hi Christos, Thanks for reporting the issue. You are right. Seems back-end server was not starting because of some function depreciation in Plumber dependency package. In last week we updated bunch of packages, nodejs, whole Debian Linux backend and just published today a new updated version as 0.2....

Codename: Sulu Changelog: Multiple bugfixes on frontend New package versions Debian update from stretch to buster R update to 3.6.3 nodejs update to 15.x https://github.com/genular/simon-frontend/releases/tag/0.2.0 docker run --rm --detach --name genular --tty --interactive --env IS_DOCKER='true' --...

Hi aurelien,

Thanks for letting us know.
Looks like this issue is Firefox related in most cases. We closed this issue here: https://github.com/genular/simon-frontend/issues/77
Now we are displaying PNG images and SVGs are used only when image is downloaded.

SIMON software publication: You can read it here: https://www.cell.com/patterns/fulltext/S2666-3899(20)30242-7 Summary Data analysis and knowledge discovery has become more and more important in biology and medicine with the increasing complexity of biological datasets, but the necessarily sophistic...

Probably some or all models failed to complete with the specific dataset., so if not all models are successfully completed status would be "completed/error". Specific model can fail because of many different reasons. Please be sure to always use latest SIMON version: docker run --rm --detach --name ...