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Updated to sklearn-1.5 #3297

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Jul 19, 2024
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Updated to sklearn-1.5 #3297

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8dfe208
Updated to sklearn-1.5
jeff-shepherd Jul 18, 2024
1ad4954
Removed deprecated 'normalize' parameter
jeff-shepherd Jul 18, 2024
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2 changes: 1 addition & 1 deletion cli/assets/component/README.md
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Expand Up @@ -73,7 +73,7 @@ outputs:
model_output:
type: uri_folder
code: ./train_src
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python train.py
--training_data ${{inputs.training_data}}
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2 changes: 1 addition & 1 deletion cli/assets/component/component_additional_includes.yml
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Expand Up @@ -6,7 +6,7 @@ tags:
author: azureml-sdk-team
type: command
code: ./component_src
environment: azureml:AzureML-sklearn-1.0-ubuntu20.04-py38-cpu:1
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
additional_includes:
- common_src
command: >-
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4 changes: 2 additions & 2 deletions cli/assets/component/pipeline.yml
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Expand Up @@ -12,12 +12,12 @@ description: pipeline component with inline job
jobs:
hello_job:
type: command
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: echo 'hello'

world_job:
type: command
command: echo 'world'
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

# </jobs>
2 changes: 1 addition & 1 deletion cli/assets/component/train.yml
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Expand Up @@ -23,7 +23,7 @@ outputs:
model_output:
type: uri_folder
code: ./train_src
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python train.py
--training_data ${{inputs.training_data}}
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2 changes: 1 addition & 1 deletion cli/endpoints/batch/deploy-pipelines/hello-batch/hello-component/hello.yml
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Expand Up @@ -8,6 +8,6 @@ jobs:
type: command
component:
code: src
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python hello.py
2 changes: 1 addition & 1 deletion cli/jobs/pipelines-with-components/basics/1a_e2e_local_components/eval.yml
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Expand Up @@ -9,7 +9,7 @@ inputs:
outputs:
eval_output:
type: uri_folder
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
code: ./eval_src
command: >-
python eval.py
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2 changes: 1 addition & 1 deletion cli/jobs/pipelines-with-components/basics/1a_e2e_local_components/score.yml
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Expand Up @@ -11,7 +11,7 @@ inputs:
outputs:
score_output:
type: uri_folder
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
code: ./score_src
command: >-
python score.py
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2 changes: 1 addition & 1 deletion cli/jobs/pipelines-with-components/basics/1a_e2e_local_components/train.yml
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Expand Up @@ -18,7 +18,7 @@ outputs:
model_output:
type: uri_folder
code: ./train_src
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python train.py
--training_data ${{inputs.training_data}}
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2 changes: 1 addition & 1 deletion cli/jobs/pipelines-with-components/basics/1b_e2e_registered_components/eval.yml
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Expand Up @@ -9,7 +9,7 @@ inputs:
outputs:
eval_output:
type: uri_folder
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
code: ./eval_src
command: >-
python eval.py
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2 changes: 1 addition & 1 deletion cli/jobs/pipelines-with-components/basics/1b_e2e_registered_components/score.yml
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Expand Up @@ -11,7 +11,7 @@ inputs:
outputs:
score_output:
type: uri_folder
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
code: ./score_src
command: >-
python score.py
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2 changes: 1 addition & 1 deletion cli/jobs/pipelines-with-components/basics/1b_e2e_registered_components/train.yml
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Expand Up @@ -25,7 +25,7 @@ outputs:
model_output:
type: uri_folder
code: ./train_src
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python train.py
--training_data ${{inputs.training_data}}
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2 changes: 1 addition & 1 deletion cli/jobs/pipelines-with-components/basics/5b_env_registered/component.yml
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Expand Up @@ -7,7 +7,7 @@ version: 3

code: ./src

environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

command: >-
python hello.py
2 changes: 1 addition & 1 deletion cli/jobs/pipelines-with-components/nyc_taxi_data_regression/predict.yml
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Expand Up @@ -12,7 +12,7 @@ inputs:
outputs:
predictions:
type: uri_folder
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
code: ./predict_src
command: >-
python predict.py
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2 changes: 1 addition & 1 deletion cli/jobs/pipelines-with-components/nyc_taxi_data_regression/prep.yml
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Expand Up @@ -11,7 +11,7 @@ outputs:
prep_data:
type: uri_folder
code: ./prep_src
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python prep.py
--raw_data ${{inputs.raw_data}}
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2 changes: 1 addition & 1 deletion cli/jobs/pipelines-with-components/nyc_taxi_data_regression/score.yml
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Expand Up @@ -12,7 +12,7 @@ inputs:
outputs:
score_report:
type: uri_folder
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
code: ./score_src
command: >-
python score.py
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2 changes: 1 addition & 1 deletion cli/jobs/pipelines-with-components/nyc_taxi_data_regression/train.yml
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Expand Up @@ -18,7 +18,7 @@ outputs:
test_data:
type: uri_folder
code: ./train_src
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python train.py
--training_data ${{inputs.training_data}}
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2 changes: 1 addition & 1 deletion cli/jobs/pipelines-with-components/nyc_taxi_data_regression/transform.yml
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Expand Up @@ -11,7 +11,7 @@ outputs:
transformed_data:
type: uri_folder
code: ./transform_src
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python transform.py
--clean_data ${{inputs.clean_data}}
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2 changes: 1 addition & 1 deletion cli/jobs/pipelines-with-components/pipeline_with_hyperparameter_sweep/predict.yml
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Expand Up @@ -13,7 +13,7 @@ outputs:
predict_result:
type: uri_folder
code: ./predict-src
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python predict.py
--model ${{inputs.model}}
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2 changes: 1 addition & 1 deletion cli/jobs/pipelines-with-components/pipeline_with_hyperparameter_sweep/train.yml
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Expand Up @@ -59,7 +59,7 @@ outputs:

code: ./train-src

environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest

command: >-
python train.py
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2 changes: 1 addition & 1 deletion ...omponent/nyc_taxi_data_regression_with_pipeline_component/data_pipeline/prep_src/prep.yml
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Expand Up @@ -12,7 +12,7 @@ outputs:
prep_data:
type: uri_folder
code: .
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python prep.py
$[[--raw_data ${{inputs.raw_data}}]]
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2 changes: 1 addition & 1 deletion ...yc_taxi_data_regression_with_pipeline_component/data_pipeline/transform_src/transform.yml
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Expand Up @@ -11,7 +11,7 @@ outputs:
transformed_data:
type: uri_folder
code: .
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python transform.py
--clean_data ${{inputs.clean_data}}
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2 changes: 1 addition & 1 deletion ...t/nyc_taxi_data_regression_with_pipeline_component/train_pipeline/predict_src/predict.yml
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Expand Up @@ -12,7 +12,7 @@ inputs:
outputs:
predictions:
type: uri_folder
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
code: .
command: >-
python predict.py
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2 changes: 1 addition & 1 deletion ...onent/nyc_taxi_data_regression_with_pipeline_component/train_pipeline/score_src/score.yml
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Expand Up @@ -12,7 +12,7 @@ inputs:
outputs:
score_report:
type: uri_folder
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
code: .
command: >-
python score.py
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2 changes: 1 addition & 1 deletion ...onent/nyc_taxi_data_regression_with_pipeline_component/train_pipeline/train_src/train.yml
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Expand Up @@ -18,7 +18,7 @@ outputs:
test_data:
type: uri_folder
code: .
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python train.py
--train_data ${{inputs.train_data}}
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2 changes: 1 addition & 1 deletion ...utoml-classification-task-bankmarketing-pipeline/components/component_register_model.yaml
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Expand Up @@ -9,7 +9,7 @@ inputs:
model_base_name:
type: string
code: ./src/
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python register.py
--model_input_path ${{inputs.model_input_path}}
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2 changes: 1 addition & 1 deletion ...toml/cli-automl-regression-housepricing-pipeline/components/component_register_model.yaml
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Expand Up @@ -9,7 +9,7 @@ inputs:
model_base_name:
type: string
code: ./src/
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python register.py
--model_input_path ${{inputs.model_input_path}}
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2 changes: 1 addition & 1 deletion ...ication-multilabel-paper-categorization-pipeline/components/component_register_model.yaml
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Expand Up @@ -9,7 +9,7 @@ inputs:
model_base_name:
type: string
code: ./src/
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python register.py
--model_input_path ${{inputs.model_input_path}}
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2 changes: 1 addition & 1 deletion ...li-automl-text-classification-newsgroup-pipeline/components/component_register_model.yaml
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Expand Up @@ -9,7 +9,7 @@ inputs:
model_base_name:
type: string
code: ./src/
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python register.py
--model_input_path ${{inputs.model_input_path}}
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2 changes: 1 addition & 1 deletion ...elines/automl/cli-automl-text-ner-conll-pipeline/components/component_register_model.yaml
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Expand Up @@ -9,7 +9,7 @@ inputs:
model_base_name:
type: string
code: ./src/
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python register.py
--model_input_path ${{inputs.model_input_path}}
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2 changes: 1 addition & 1 deletion cli/jobs/pipelines/automl/demand-forecast-pipeline/components/component_register_model.yaml
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Expand Up @@ -9,7 +9,7 @@ inputs:
model_base_name:
type: string
code: ./src/
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python register.py
--model_input_path ${{inputs.model_input_path}}
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2 changes: 1 addition & 1 deletion ...instance-segmentation-task-fridge-items-pipeline/components/component_register_model.yaml
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Expand Up @@ -9,7 +9,7 @@ inputs:
model_base_name:
type: string
code: ./src/
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python register.py
--model_input_path ${{inputs.model_input_path}}
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2 changes: 1 addition & 1 deletion ...-multiclass-classification-fridge-items-pipeline/components/component_register_model.yaml
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Expand Up @@ -9,7 +9,7 @@ inputs:
model_base_name:
type: string
code: ./src/
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python register.py
--model_input_path ${{inputs.model_input_path}}
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2 changes: 1 addition & 1 deletion ...-multilabel-classification-fridge-items-pipeline/components/component_register_model.yaml
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Expand Up @@ -9,7 +9,7 @@ inputs:
model_base_name:
type: string
code: ./src/
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python register.py
--model_input_path ${{inputs.model_input_path}}
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2 changes: 1 addition & 1 deletion ...mage-object-detection-task-fridge-items-pipeline/components/component_register_model.yaml
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Expand Up @@ -9,7 +9,7 @@ inputs:
model_base_name:
type: string
code: ./src/
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
command: >-
python register.py
--model_input_path ${{inputs.model_input_path}}
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2 changes: 1 addition & 1 deletion cli/jobs/pipelines/mnist-batch-identification-using-parallel/pipeline.yml
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Expand Up @@ -73,4 +73,4 @@ jobs:
inference_result: ${{parent.jobs.predict_digits_mnist.outputs.job_output_file}}
command: >-
cat ${{inputs.inference_result}}
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
10 changes: 5 additions & 5 deletions cli/jobs/pipelines/nyc-taxi/pipeline.yml
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Expand Up @@ -17,7 +17,7 @@ jobs:
prep_data:
mode: upload
code: src/prep
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
compute: azureml:cpu-cluster
command: >-
python prep.py
Expand All @@ -32,7 +32,7 @@ jobs:
transformed_data:
mode: upload
code: src/transform
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
compute: azureml:cpu-cluster
command: >-
python transform.py
Expand All @@ -48,7 +48,7 @@ jobs:
test_data:
mode: upload
code: src/train
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
compute: azureml:cpu-cluster
command: >-
python train.py
Expand All @@ -64,7 +64,7 @@ jobs:
outputs:
predictions:
code: src/predict
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
compute: azureml:cpu-cluster
command: >-
python predict.py
Expand All @@ -80,7 +80,7 @@ jobs:
outputs:
score_report:
code: src/score
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
compute: azureml:cpu-cluster
command: >-
python score.py
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2 changes: 1 addition & 1 deletion cli/jobs/single-step/pytorch/iris/job.yml
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Expand Up @@ -12,7 +12,7 @@ inputs:
path: https://azuremlexamples.blob.core.windows.net/datasets/iris.csv
epochs: 10
lr: 0.1
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
compute: azureml:cpu-cluster
display_name: pytorch-iris-example
experiment_name: pytorch-iris-example
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2 changes: 1 addition & 1 deletion cli/jobs/single-step/scikit-learn/diabetes/job.yml
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Expand Up @@ -7,7 +7,7 @@ inputs:
diabetes_csv:
type: uri_file
path: https://azuremlexamples.blob.core.windows.net/datasets/diabetes.csv
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
compute: azureml:cpu-cluster
display_name: sklearn-diabetes-example
experiment_name: sklearn-diabetes-example
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1 change: 0 additions & 1 deletion cli/jobs/single-step/scikit-learn/diabetes/src/main.py
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Expand Up @@ -17,7 +17,6 @@ def main(args):
# setup parameters
params = {
"fit_intercept": args.fit_intercept,
"normalize": args.normalize,
"positive": args.positive,
}

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2 changes: 1 addition & 1 deletion cli/jobs/single-step/scikit-learn/iris/job.yml
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Expand Up @@ -13,7 +13,7 @@ inputs:
C: 0.8
kernel: "rbf"
coef0: 0.1
environment: azureml://registries/azureml/environments/sklearn-1.0/labels/latest
environment: azureml://registries/azureml/environments/sklearn-1.5/labels/latest
compute: azureml:cpu-cluster
display_name: sklearn-iris-example
experiment_name: sklearn-iris-example
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