This extension adds operators to use MLFlow for experiment tracking and model registration to the platfrom.
Broadly speaking the extension covers two use cases:

Track your experiments.
While building models you try a lot of combinations of models and preprocessing. Often you want to track them to see whats good. The extension provides operators to use a MLFlow server to do this. Namely:
- Create Experiment
- Create Run
- Delete Experiment
- Delete Run
- Get Runs
- Get Run
- Get Experiment
- Log Run
The central operator is Log Run.

Track your deployments.
The second use case is to maintain deployed models. MLFlow offers a Model Registry. This extension allows you to use models from a worklflow within the model registry.
The operators are:
- Create Model
- Create Model Version
- Retrieve Model
- Transition State
- Get Model Information

For questions please consult or our professional support.

Product Details

Version 1.0.4
File size 13 MB
Downloads 668 (0 Today)668 downloads
Vendor RapidMiner Labs
Category Operators
Released 3/1/24
Last Update 3/1/24 3:49 PM
License AGPL
Product web site
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