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metadata tag for watson components #1072

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Apr 3, 2019
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2 changes: 2 additions & 0 deletions components/ibm-components/watson/deploy/component.yaml
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name: 'Watson Machine Learning - Deploy Model'
description: |
Deploy stored model on Watson Machine Learning as a web service.
metadata:
labels: {platform: 'IBM Watson Machine Learning'}
inputs:
- {name: model_uid, description: 'Required. UID for the stored model on Watson Machine Learning'}
- {name: model_name, description: 'Required. Model Name on Watson Machine Learning'}
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name: 'Watson OpenScale - Monitor Fairness'
description: |
Enable model fairness monitoring on Watson OpenScale.
metadata:
labels: {platform: 'IBM Watson OpenScale'}
inputs:
- {name: model_name, description: 'Deployed model name on OpenScale.', default: 'AIOS Spark German Risk Model - Final'}
- {name: fairness_threshold, description: 'Amount of threshold for fairness monitoring.', default: '0.95'}
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name: 'Watson OpenScale - Monitor quality'
description: |
Enable model quality monitoring on Watson OpenScale.
metadata:
labels: {platform: 'IBM Watson OpenScale'}
inputs:
- {name: model_name, description: 'Deployed model name on OpenScale.', default: 'AIOS Spark German Risk Model - Final'}
- {name: problem_type, description: 'Model problem type.', default: 'BINARY_CLASSIFICATION'}
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name: 'Watson OpenScale - Subscribe'
description: |
Binding deployed models and subscribe them to Watson OpenScale service.
metadata:
labels: {platform: 'IBM Watson OpenScale'}
inputs:
- {name: model_name, description: 'Deployed model name.', default: 'AIOS Spark German Risk Model - Final'}
- {name: model_uid, description: 'Deployed model uid.', default: 'dummy uid'}
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2 changes: 2 additions & 0 deletions components/ibm-components/watson/store/component.yaml
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name: 'Watson Machine Learning - Store model'
description: |
Store and persistent trained model on Watson Machine Learning.
metadata:
labels: {platform: 'IBM Watson Machine Learning'}
inputs:
- {name: run_uid, description: 'Required. UID for the Watson Machine Learning training-runs'}
- {name: model_name, description: 'Required. Model Name to store on Watson Machine Learning'}
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2 changes: 2 additions & 0 deletions components/ibm-components/watson/train/component.yaml
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name: 'Watson Machine Learning - Train Model'
description: |
Train Machine Learning and Deep Learning Models in the Cloud using Watson Machine Learning
metadata:
labels: {platform: 'IBM Watson Machine Learning'}
inputs:
- {name: train_code, description: 'Required. Code for training ML/DL models'}
- {name: execution_command, description: 'Required. Execution command to start the model training.'}
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