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allegroai / clearml

ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
https://clear.ml/docs
Apache License 2.0
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CatBoost support #83

Open AndreyGurevich opened 4 years ago

AndreyGurevich commented 4 years ago

Hi! Do you plan to add native support for catboost?

bmartinn commented 4 years ago

Hi @AndreyGurevich , I was not familiar with catboost, but now I am, thank you!

So if you are working with catboost and tensorboard (that is a possible combination from what I understand), then obviously you have full integration.

I'm still not clear on how models are stored with catboost, it seems the interface is similar to scikit-learn, if you can store the models with joblib like you do with scikit, then you will have model logging/copy as well.

Regrading deeper integration, this is currently not on our near future roadmap, that said with a few :+1: it might change :)

P.S. If you feel like adding a PR, I will gladly point you in the right direction :)