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.


Product Details

Version 1.0.3
File size 13 MB
Downloads 113 (6 Today)113 downloads
Vendor RapidMiner Labs
Category Operators
Released 1/18/24
Last Update 1/18/24 4:27 PM
(Changes)
License AGPL
Product web site rapidminer.com
Rating 0.0 stars(0)