MLFlow
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 | 1.0.4 |
File size | 13 MB |
Downloads | 589 (0 Today) |
Vendor | RapidMiner Labs |
Category | Operators |
Released | 3/1/24 |
Last Update | 3/1/24 3:49 PM |
License | AGPL |
Product web site | rapidminer.com |
Rating | (0)
|
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