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Update image version to latest in RAI notebooks (Azure#3279)
* Update responsibleaidashboard-diabetes-decision-making.ipynb * Update responsibleaidashboard-diabetes-regression-model-debugging.ipynb * Update responsibleaidashboard-ed-student-attrition-clf.ipynb * Update responsibleaidashboard-finance-loan-classification.ipynb * Update responsibleaidashboard-healthcare-covid-classification.ipynb * Update responsibleaidashboard-housing-classification-model-debugging.ipynb * Update responsibleaidashboard-housing-decision-making.ipynb * Update responsibleaidashboard-programmer-regression-model-debugging.ipynb * Update responsibleaidashboard-multilabel-text-classification-covid-events.ipynb * Update responsibleaidashboard-text-classification-DBPedia.ipynb * Update responsibleaidashboard-text-classification-blbooksgenre.ipynb * Update responsibleaidashboard-text-question-answering-squad.ipynb * Update responsibleaidashboard-text-classification-financial-news.ipynb * Update responsibleaidashboard-automl-image-classification-fridge.ipynb * Update responsibleaidashboard-automl-object-detection-fridge-private-data.ipynb * Update responsibleaidashboard-image-classification-fridge.ipynb * Update responsibleaidashboard-image-flower-classification.ipynb * Update responsibleaidashboard-image-multilabel-classification-fridge.ipynb * Update responsibleaidashboard-object-detection-MSCOCO.ipynb * Update cli-responsibleaidashboard-housing-classification.yml * Update train_housing.yml * Update cli-responsibleaidashboard-programmer-regression.yml * Update train_programmers.yml
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‎cli/responsible-ai/cli-responsibleaidashboard-housing-classification/cli-responsibleaidashboard-housing-classification.yml

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create_rai_job:
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type: command
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_insight_constructor/versions/0.14.0
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_insight_constructor/versions/0.15.0
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limits:
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timeout: 3600
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inputs:
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explain_01:
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_explanation/versions/0.14.0
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_explanation/versions/0.15.0
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causal_01:
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_causal/versions/0.14.0
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_causal/versions/0.15.0
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_erroranalysis/versions/0.15.0
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inputs:
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rai_insights_dashboard: ${{parent.jobs.create_rai_job.outputs.rai_insights_dashboard}}
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max_depth: 3
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gather_01:
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_insight_gather/versions/0.14.0
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_insight_gather/versions/0.15.0
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scorecard_01:
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_score_card/versions/0.15.0
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inputs:
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dashboard: ${{parent.jobs.gather_01.outputs.dashboard}}
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pdf_generation_config:

‎cli/responsible-ai/cli-responsibleaidashboard-housing-classification/train_housing.yml

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code: ./train.py
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environment: azureml://registries/azureml/environments/responsibleai-ubuntu20.04-py38-cpu/versions/49
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environment: azureml://registries/azureml/environments/responsibleai-ubuntu20.04-py38-cpu/versions/55
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command: >-
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python train.py
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--training_data ${{inputs.training_data}}

‎cli/responsible-ai/cli-responsibleaidashboard-programmer-regression/cli-responsibleaidashboard-programmer-regression.yml

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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_insight_constructor/versions/0.14.0
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_insight_constructor/versions/0.15.0
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_counterfactual/versions/0.15.0
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_erroranalysis/versions/0.15.0
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inputs:
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rai_insights_dashboard: ${{parent.jobs.create_rai_job.outputs.rai_insights_dashboard}}
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max_depth: 3
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filter_features: '["style", "Employer"]'
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_insight_gather/versions/0.14.0
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_insight_gather/versions/0.15.0
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component: azureml://registries/azureml/components/microsoft_azureml_rai_tabular_score_card/versions/0.15.0
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dashboard: ${{parent.jobs.gather_01.outputs.dashboard}}
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‎cli/responsible-ai/cli-responsibleaidashboard-programmer-regression/train_programmers.yml

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code: ./train.py
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environment: azureml://registries/azureml/environments/responsibleai-ubuntu20.04-py38-cpu/versions/49
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environment: azureml://registries/azureml/environments/responsibleai-ubuntu20.04-py38-cpu/versions/55
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python train.py
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--training_data ${{inputs.training_data}}

‎sdk/python/responsible-ai/tabular/responsibleaidashboard-diabetes-decision-making/responsibleaidashboard-diabetes-decision-making.ipynb

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"environment: azureml://registries/azureml/environments/responsibleai-ubuntu20.04-py38-cpu/versions/49\n",
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" --model_input_path ${{{{inputs.model_input_path}}}}\n",

‎sdk/python/responsible-ai/tabular/responsibleaidashboard-diabetes-regression-model-debugging/responsibleaidashboard-diabetes-regression-model-debugging.ipynb

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‎sdk/python/responsible-ai/tabular/responsibleaidashboard-ed-student-attrition-clf/responsibleaidashboard-ed-student-attrition-clf.ipynb

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‎sdk/python/responsible-ai/tabular/responsibleaidashboard-finance-loan-classification/responsibleaidashboard-finance-loan-classification.ipynb

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‎sdk/python/responsible-ai/tabular/responsibleaidashboard-healthcare-covid-classification/responsibleaidashboard-healthcare-covid-classification.ipynb

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‎sdk/python/responsible-ai/tabular/responsibleaidashboard-housing-classification-model-debugging/responsibleaidashboard-housing-classification-model-debugging.ipynb

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‎sdk/python/responsible-ai/tabular/responsibleaidashboard-housing-decision-making/responsibleaidashboard-housing-decision-making.ipynb

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‎sdk/python/responsible-ai/tabular/responsibleaidashboard-programmer-regression-model-debugging/responsibleaidashboard-programmer-regression-model-debugging.ipynb

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‎sdk/python/responsible-ai/text/responsibleaidashboard-multilabel-text-classification-covid-events.ipynb

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‎sdk/python/responsible-ai/text/responsibleaidashboard-text-classification-DBPedia.ipynb

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‎sdk/python/responsible-ai/text/responsibleaidashboard-text-classification-blbooksgenre.ipynb

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{
@@ -88,7 +88,7 @@
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"metadata": {},
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"outputs": [],
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"source": [
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"rai_example_version_string = \"31\""
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"rai_example_version_string = \"32\""
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]
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},
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{
@@ -568,7 +568,7 @@
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" model_output_path:\n",
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" type: path\n",
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"code: ./blbooksgenre_component_src/\n",
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"environment: azureml://registries/azureml/environments/responsibleai-text-ubuntu20.04-py38-cpu/versions/51\n",
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"environment: azureml://registries/azureml/environments/responsibleai-text-ubuntu20.04-py38-cpu/versions/55\n",
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"command: >-\n",
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" python training_script.py\n",
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" --model_base_name ${{{{inputs.model_base_name}}}}\n",

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