├── .gitignore ├── CODE_OF_CONDUCT.md ├── Dockerfiles ├── 1.0.10 │ └── Dockerfile ├── 1.0.15 │ └── Dockerfile ├── 1.0.17 │ └── Dockerfile ├── 1.0.18 │ └── Dockerfile ├── 1.0.2 │ └── Dockerfile ├── 1.0.21 │ └── Dockerfile ├── 1.0.23 │ └── Dockerfile ├── 1.0.30 │ └── Dockerfile ├── 1.0.33 │ └── Dockerfile ├── 1.0.41 │ └── Dockerfile ├── 1.0.43 │ └── Dockerfile ├── 1.0.6 │ └── Dockerfile └── 1.0.8 │ └── Dockerfile ├── LICENSE ├── Licenses ├── sdk-license │ └── LICENSE └── sdk-preview-license │ └── LICENSE ├── NBSETUP.md ├── README.md ├── SECURITY.md ├── configuration.ipynb ├── configuration.yml ├── contrib └── RAPIDS │ ├── README.md │ ├── azure-ml-with-nvidia-rapids.ipynb │ ├── imgs │ ├── 2GPUs.png │ ├── 3GPUs.png │ ├── 4gpus.png │ ├── CPUBase.png │ ├── DLF1.png │ ├── DLF2.png │ ├── DLF3.png │ ├── Dask2.png │ ├── ETL.png │ ├── NotebookHome.png │ ├── OOM.png │ ├── PArameters.png │ ├── WorkSpaceSetUp.png │ ├── clusterdelete.png │ ├── completed.png │ ├── daskini.png │ ├── daskoutput.png │ ├── datastore.png │ ├── dcf1.png │ ├── dcf2.png │ ├── dcf3.png │ ├── dcf4.png │ ├── downamddecom.png │ ├── fef1.png │ ├── fef2.png │ ├── fef3.png │ ├── fef4.png │ ├── fef5.png │ ├── fef6.png │ ├── fef7.png │ ├── fef8.png │ ├── fef9.png │ ├── install2.png │ ├── installation.png │ ├── queue.png │ ├── running.png │ ├── saved_workspace.png │ ├── scriptuploading.png │ ├── submission1.png │ ├── target_creation.png │ ├── targeterror1.png │ ├── targeterror2.png │ ├── targetsuccess.png │ ├── training.png │ ├── wap1.png │ ├── wap2.png │ ├── wap3.png │ ├── wap4.png │ └── wrapper.png │ └── process_data.py ├── how-to-use-azureml ├── README.md ├── automated-machine-learning │ ├── README.md │ ├── automl_env.yml │ ├── automl_env_linux.yml │ ├── automl_env_mac.yml │ ├── automl_setup.cmd │ ├── automl_setup_linux.sh │ ├── automl_setup_mac.sh │ ├── check_conda_version.py │ ├── classification-bank-marketing-all-features │ │ └── auto-ml-classification-bank-marketing-all-features.ipynb │ ├── classification-credit-card-fraud │ │ └── auto-ml-classification-credit-card-fraud.ipynb │ ├── continuous-retraining │ │ ├── auto-ml-continuous-retraining.ipynb │ │ ├── check_data.py │ │ ├── register_model.py │ │ └── upload_weather_data.py │ ├── experimental │ │ ├── README.md │ │ ├── autofeaturization-codegen │ │ │ └── codegen-for-autofeaturization.ipynb │ │ ├── autofeaturization-custom-model-training │ │ │ └── custom-model-training-from-autofeaturization-run.ipynb │ │ ├── automl_setup_thin_client.cmd │ │ ├── automl_setup_thin_client_linux.sh │ │ ├── automl_setup_thin_client_mac.sh │ │ ├── automl_thin_client_env.yml │ │ ├── automl_thin_client_env_mac.yml │ │ └── regression-model-proxy │ │ │ └── auto-ml-regression-model-proxy.ipynb │ ├── forecasting-backtest-many-models │ │ ├── Backtesting.png │ │ ├── assets │ │ │ └── score.py │ │ └── auto-ml-forecasting-backtest-many-models.ipynb │ ├── forecasting-backtest-single-model │ │ ├── Backtesting.png │ │ ├── assets │ │ │ ├── data_split.py │ │ │ ├── retrain_models.py │ │ │ └── score.py │ │ ├── auto-ml-forecasting-backtest-single-model.ipynb │ │ └── pipeline_helper.py │ ├── forecasting-bike-share │ │ ├── auto-ml-forecasting-bike-share.ipynb │ │ ├── bike-no.csv │ │ ├── forecasting_script.py │ │ ├── metrics_helper.py │ │ └── run_forecast.py │ ├── forecasting-energy-demand │ │ ├── auto-ml-forecasting-energy-demand.ipynb │ │ ├── forecasting_script.py │ │ └── run_forecast.py │ ├── forecasting-forecast-function │ │ ├── auto-ml-forecasting-function.ipynb │ │ ├── forecast_function_at_train.png │ │ ├── forecast_function_away_from_train.png │ │ ├── recursive_forecast_iter1.png │ │ ├── recursive_forecast_iter2.png │ │ └── recursive_forecast_overview_small.png │ ├── forecasting-github-dau │ │ ├── auto-ml-forecasting-github-dau.ipynb │ │ ├── github_dau_2011-2018_test.csv │ │ ├── github_dau_2011-2018_train.csv │ │ ├── helper.py │ │ └── infer.py │ ├── forecasting-hierarchical-timeseries │ │ ├── Data │ │ │ ├── hts-sample-test.csv │ │ │ └── hts-sample-train.csv │ │ └── auto-ml-forecasting-hierarchical-timeseries.ipynb │ ├── forecasting-many-models │ │ ├── README.md │ │ ├── auto-ml-forecasting-many-models.ipynb │ │ ├── images │ │ │ ├── 01_userfilesupdate.PNG │ │ │ ├── Flow_map.png │ │ │ ├── ai show.gif │ │ │ ├── computes_view.png │ │ │ ├── create_notebook_vm.png │ │ │ ├── mmsa-overview.png │ │ │ ├── mmsa.png │ │ │ └── terminal.png │ │ ├── mm-1.png │ │ ├── mm-2.png │ │ ├── mm-3.png │ │ ├── mm-4.png │ │ ├── scripts │ │ │ ├── data_preprocessing_file.py │ │ │ └── data_preprocessing_tabular.py │ │ └── update_env.yml │ ├── forecasting-orange-juice-sales │ │ ├── auto-ml-forecasting-orange-juice-sales.ipynb │ │ ├── dominicks_OJ.csv │ │ ├── forecasting_script.py │ │ └── run_forecast.py │ ├── forecasting-pipelines │ │ ├── auto-ml-forecasting-pipelines.ipynb │ │ ├── oj-test.csv │ │ ├── oj-train.csv │ │ └── scripts │ │ │ ├── infer.py │ │ │ └── register_model.py │ ├── forecasting-recipes-univariate │ │ ├── auto-ml-forecasting-univariate-recipe-experiment-settings.ipynb │ │ ├── auto-ml-forecasting-univariate-recipe-run-experiment.ipynb │ │ ├── data │ │ │ └── S4248SM144SCEN.csv │ │ ├── figures │ │ │ ├── ACF_PACF_for_AR2.png │ │ │ └── univariate_settings_map_20210408.jpg │ │ ├── forecasting_script.py │ │ ├── helper_functions.py │ │ └── run_forecast.py │ ├── local-run-classification-credit-card-fraud │ │ └── auto-ml-classification-credit-card-fraud-local.ipynb │ ├── regression-explanation-featurization │ │ ├── auto-ml-regression-explanation-featurization.ipynb │ │ ├── score_explain.py │ │ └── train_explainer.py │ ├── regression │ │ └── auto-ml-regression.ipynb │ └── sql-server │ │ └── README.md ├── azure-databricks │ └── automl │ │ ├── README.md │ │ ├── automl-databricks-local-01.ipynb │ │ └── automl-databricks-local-with-deployment.ipynb ├── azure-synapse │ ├── README.md │ ├── Synapse_Job_Scala_Support.ipynb │ ├── Synapse_Session_Scala_Support.ipynb │ ├── Titanic.csv │ ├── shakespeare.txt │ ├── spark_job_on_synapse_spark_pool.ipynb │ ├── spark_session_on_synapse_spark_pool.ipynb │ └── start_script.py ├── explain-model │ ├── README.md │ └── azure-integration │ │ ├── remote-explanation │ │ ├── explain-model-on-amlcompute.ipynb │ │ ├── img │ │ │ ├── AzureMachineLearningCycle.png │ │ │ └── explanations-run-history.png │ │ └── train_explain.py │ │ ├── run-history │ │ └── save-retrieve-explanations-run-history.ipynb │ │ └── scoring-time │ │ ├── img │ │ └── azure-machine-learning-cycle.png │ │ ├── score_local_explain.py │ │ ├── score_remote_explain.py │ │ ├── train-explain-model-locally-and-deploy.ipynb │ │ ├── train-explain-model-on-amlcompute-and-deploy.ipynb │ │ └── train_explain.py ├── machine-learning-pipelines │ ├── README.md │ ├── aml-pipelines-concept.png │ ├── intro-to-pipelines │ │ ├── README.md │ │ ├── aml-pipelines-data-transfer.ipynb │ │ ├── aml-pipelines-getting-started.ipynb │ │ ├── aml-pipelines-how-to-use-azurebatch-to-run-a-windows-executable.ipynb │ │ ├── aml-pipelines-how-to-use-modulestep.ipynb │ │ ├── aml-pipelines-how-to-use-pipeline-drafts.ipynb │ │ ├── aml-pipelines-parameter-tuning-with-hyperdrive.ipynb │ │ ├── aml-pipelines-publish-and-run-using-rest-endpoint.ipynb │ │ ├── aml-pipelines-setup-schedule-for-a-published-pipeline.ipynb │ │ ├── aml-pipelines-setup-versioned-pipeline-endpoints.ipynb │ │ ├── aml-pipelines-showcasing-datapath-and-pipelineparameter.ipynb │ │ ├── aml-pipelines-showcasing-dataset-and-pipelineparameter.ipynb │ │ ├── aml-pipelines-use-adla-as-compute-target.ipynb │ │ ├── aml-pipelines-use-databricks-as-compute-target.ipynb │ │ ├── aml-pipelines-use-kusto-as-compute-target.ipynb │ │ ├── aml-pipelines-with-automated-machine-learning-step.ipynb │ │ ├── aml-pipelines-with-commandstep-r.ipynb │ │ ├── aml-pipelines-with-commandstep.ipynb │ │ ├── aml-pipelines-with-data-dependency-steps.ipynb │ │ ├── aml-pipelines-with-notebook-runner-step.ipynb │ │ ├── calc │ │ │ └── calculate.py │ │ ├── commandstep_r │ │ │ ├── Dockerfile │ │ │ ├── accidents.R │ │ │ └── accidents.Rd │ │ ├── commandstep_train │ │ │ ├── conda_dependencies.yml │ │ │ └── train.py │ │ ├── compare │ │ │ └── compare.py │ │ ├── data_dependency_run_compare │ │ │ └── compare.py │ │ ├── data_dependency_run_extract │ │ │ └── extract.py │ │ ├── data_dependency_run_train │ │ │ └── train.py │ │ ├── databricks_train │ │ │ └── train-db-local.py │ │ ├── extract │ │ │ └── extract.py │ │ ├── notebook_runner │ │ │ └── training_notebook.ipynb │ │ ├── publish_run_compare │ │ │ └── compare.py │ │ ├── publish_run_extract │ │ │ └── extract.py │ │ ├── publish_run_train │ │ │ └── train.py │ │ ├── register_model.py │ │ ├── testdata.txt │ │ ├── tf_mnist.py │ │ ├── train-db-dbfs.py │ │ ├── train │ │ │ └── train.py │ │ └── utils.py │ ├── nyc-taxi-data-regression-model-building │ │ ├── nyc-taxi-data-regression-model-building.ipynb │ │ └── scripts │ │ │ ├── prepdata │ │ │ ├── cleanse.py │ │ │ ├── filter.py │ │ │ ├── merge.py │ │ │ ├── normalize.py │ │ │ └── transform.py │ │ │ └── trainmodel │ │ │ └── train_test_split.py │ └── parallel-run │ │ ├── Code │ │ ├── digit_identification.py │ │ ├── iris_score.py │ │ ├── total_file_size.py │ │ └── total_income.py │ │ ├── README.md │ │ ├── file-dataset-image-inference-mnist.ipynb │ │ ├── file-dataset-partition-per-folder.ipynb │ │ ├── tabular-dataset-inference-iris.ipynb │ │ ├── tabular-dataset-partition-per-column.ipynb │ │ └── test_files │ │ ├── disco │ │ └── disco.wav │ │ ├── orchestra │ │ └── orchestra.wav │ │ ├── piano │ │ └── piano.wav │ │ └── spirituality │ │ └── spirituality.wav ├── manage-azureml-service │ └── authentication-in-azureml │ │ ├── authentication-in-azureml.ipynb │ │ └── images │ │ ├── svc-pr-1.PNG │ │ ├── svc-pr-2.PNG │ │ ├── svc-pr-3.PNG │ │ └── svc-pr-4.PNG ├── ml-frameworks │ ├── README.md │ ├── fastai │ │ └── fastai-with-custom-docker │ │ │ └── fastai-with-custom-docker.ipynb │ ├── keras │ │ └── train-hyperparameter-tune-deploy-with-keras │ │ │ ├── keras_mnist.py │ │ │ ├── nn.png │ │ │ ├── train-hyperparameter-tune-deploy-with-keras.ipynb │ │ │ └── utils.py │ ├── pytorch │ │ ├── distributed-pytorch-with-distributeddataparallel │ │ │ ├── distributed-pytorch-with-distributeddataparallel.ipynb │ │ │ └── train.py │ │ └── train-hyperparameter-tune-deploy-with-pytorch │ │ │ ├── pytorch_score.py │ │ │ ├── pytorch_train.py │ │ │ ├── test_img.jpg │ │ │ └── train-hyperparameter-tune-deploy-with-pytorch.ipynb │ ├── scikit-learn │ │ └── train-hyperparameter-tune-deploy-with-sklearn │ │ │ ├── train-hyperparameter-tune-deploy-with-sklearn.ipynb │ │ │ └── train_iris.py │ ├── tensorflow │ │ ├── hyperparameter-tune-and-warm-start-with-tensorflow │ │ │ ├── hyperparameter-tune-and-warm-start-with-tensorflow.ipynb │ │ │ ├── nn.png │ │ │ ├── tf_mnist.py │ │ │ └── utils.py │ │ └── train-tensorflow-resume-training │ │ │ ├── tf_mnist_with_checkpoint.py │ │ │ ├── train-tensorflow-resume-training.ipynb │ │ │ └── utils.py │ └── using-mlflow │ │ ├── train-and-deploy-keras-auto-logging │ │ ├── scripts │ │ │ └── train.py │ │ └── train-and-deploy-keras-auto-logging.ipynb │ │ └── train-and-deploy-pytorch │ │ ├── scripts │ │ └── train.py │ │ └── train-and-deploy-pytorch.ipynb ├── reinforcement-learning │ ├── README.md │ └── atari-on-distributed-compute │ │ ├── docker │ │ └── Dockerfile-gpu │ │ ├── files │ │ ├── pong-impala-vectorized.yaml │ │ ├── pong_rllib.py │ │ └── utils │ │ │ └── callbacks.py │ │ ├── images │ │ └── pong.gif │ │ └── pong_rllib.ipynb ├── track-and-monitor-experiments │ ├── README.md │ ├── logging-api │ │ ├── img │ │ │ ├── run_details.PNG │ │ │ └── run_history.PNG │ │ └── logging-api.ipynb │ ├── manage-runs │ │ ├── hello.py │ │ ├── hello_with_children.py │ │ ├── hello_with_delay.py │ │ └── manage-runs.ipynb │ ├── tensorboard │ │ ├── export-run-history-to-tensorboard │ │ │ └── export-run-history-to-tensorboard.ipynb │ │ └── tensorboard │ │ │ └── tensorboard.ipynb │ └── using-mlflow │ │ ├── train-local │ │ └── train-local.ipynb │ │ ├── train-projects-local │ │ ├── MLproject │ │ ├── backend_config.json │ │ ├── conda.yaml │ │ ├── train-projects-local.ipynb │ │ ├── train.py │ │ └── wine-quality.csv │ │ ├── train-projects-remote │ │ ├── MLproject │ │ ├── backend_config.json │ │ ├── conda.yaml │ │ ├── train-projects-remote.ipynb │ │ ├── train.py │ │ └── wine-quality.csv │ │ └── train-remote │ │ ├── train-remote.ipynb │ │ └── train_diabetes.py ├── training │ ├── README.md │ ├── train-in-spark │ │ ├── iris.csv │ │ ├── train-in-spark.ipynb │ │ └── train-spark.py │ ├── train-on-amlcompute │ │ ├── train-on-amlcompute.ipynb │ │ └── train.py │ ├── train-on-local │ │ ├── scripts │ │ │ ├── mylib.py │ │ │ └── train.py │ │ └── train-on-local.ipynb │ ├── train-on-remote-vm │ │ ├── train-on-remote-vm.ipynb │ │ ├── train.py │ │ └── train2.py │ └── using-environments │ │ ├── example.py │ │ └── using-environments.ipynb └── work-with-data │ ├── README.md │ ├── dataset-api-change-notice.md │ └── datasets-tutorial │ ├── pipeline-with-datasets │ ├── keras-mnist-fashion │ │ ├── prepare.py │ │ └── train.py │ └── pipeline-for-image-classification.ipynb │ ├── scriptrun-with-data-input-output │ ├── how-to-use-scriptrun.ipynb │ ├── iris.csv │ └── script_run │ │ └── dummy_train.py │ ├── timeseries-datasets │ ├── tabular-timeseries-dataset-filtering.ipynb │ └── weather-data │ │ └── 2019 │ │ ├── 10 │ │ └── data.parquet │ │ ├── 01 │ │ └── data.parquet │ │ ├── 02 │ │ └── data.parquet │ │ ├── 03 │ │ └── data.parquet │ │ ├── 04 │ │ └── data.parquet │ │ ├── 05 │ │ └── data.parquet │ │ ├── 06 │ │ └── data.parquet │ │ ├── 07 │ │ └── data.parquet │ │ ├── 08 │ │ └── data.parquet │ │ └── 09 │ │ └── data.parquet │ └── train-with-datasets │ ├── train-dataset │ └── iris.csv │ └── train-with-datasets.ipynb ├── index.md ├── setup-environment ├── NBSETUP.md ├── configuration.ipynb └── configuration.yml └── tutorials ├── README.md ├── compute-instance-quickstarts ├── quickstart-azureml-automl │ ├── quickstart-azureml-automl.ipynb │ └── quickstart-azureml-automl.yml ├── quickstart-azureml-in-10mins │ ├── quickstart-azureml-in-10mins.ipynb │ ├── quickstart-azureml-in-10mins.yml │ ├── score.py │ └── utils.py └── quickstart-azureml-python-sdk │ ├── quickstart-azureml-python-sdk.ipynb │ ├── quickstart-azureml-python-sdk.yml │ └── src │ ├── train.py │ └── utils.py ├── create-first-ml-experiment ├── imgs │ ├── experiment_main.png │ ├── flow2.png │ └── model_download.png ├── tutorial-1st-experiment-sdk-train.ipynb └── tutorial-1st-experiment-sdk-train.yml ├── image-classification-mnist-data ├── img-classification-part1-training.ipynb ├── img-classification-part1-training.yml ├── img-classification-part2-deploy.ipynb ├── img-classification-part2-deploy.yml ├── img-classification-part3-deploy-encrypted.ipynb ├── img-classification-part3-deploy-encrypted.yml ├── sklearn_mnist_model.pkl └── utils.py ├── machine-learning-pipelines-advanced ├── scripts │ └── batch_scoring.py ├── 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