Kaggle / docker-python

Kaggle Python docker image
Apache License 2.0
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[FR] Add `mlflow` like `wandb` #1432

Closed steveepreston closed 1 month ago

steveepreston commented 1 month ago

Hi I Know about Missing-Packages guide and trying to keep Kaggle simple concept, but while wandb included, I strongly recommend to include mlflow too (or in a harsher case, to be replaced).

Here's why:

mlflow wandb
Total Downloads 590,000,000 223,000,000

Thank you for attention

calderjo commented 1 month ago

appreciate reporting this to us. we most definitely would not remove wanb, it is highly used by our users.

are we encouraging users to use package manager as a form of using packages not found in our image for competitions, or default using pip installs. we are not actively accepting new package unless it for maintenance purposes

https://www.kaggle.com/discussions/product-feedback/532336

steveepreston commented 1 month ago

Thank you for your response

Got it My focus was not about competitions notebooks. Anyway it's a good feature for competitions. I strongly recommend adding mlflow during the image policy review.

Best regards