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Delicious-View-8688 t1_j60ykt5 wrote
Reply to comment by ikkeweer in [Discussion] Github like alternative for ML? by angkhandelwal749
Yes, it's true. I have not tried using mamba with mlflow - maybe it integrates, maybe it doesn't. MLflow docs at the time of my reading indicated it works with conda or docker only.
Delicious-View-8688 t1_j60s6lt wrote
git for versioning code
dvc for versioning data (and other ML things)
mlflow for managing ml pipelines (overlaps with some parts of dvc)
conda for environment management (yes, it can be slow...)
Delicious-View-8688 t1_j1ctzdn wrote
Isn't Microsoft Azure AI's Davinci sort of what this is?
Delicious-View-8688 t1_j62uxhi wrote
Reply to comment by angkhandelwal749 in [Discussion] Github like alternative for ML? by angkhandelwal749
databricks is a platform that does it all. but technically, Azure, AWS, and GCP all do it too