MLFlowMLFlow

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 community.rapidminer.com or our professional support.

 

--- Version 1.0.5 ---

  •  Minor fix which fixes a bug that performances not coming from a validation operator are not loggable.

Product Details

Version 1.0.5
File size 13 MB
Downloads 844 (9 Today)844 downloads
Vendor RapidMiner Labs
Category Operators
Released 7/5/24
Last Update 7/5/24 7:31 AM
(Changes)
License AGPL
Product web site rapidminer.com
Rating 0.0 stars(0)