Path	Lines of Code
CODE_OF_CONDUCT.md	6
CONTRIBUTING.md	64
README.md	37
SECURITY.md	22
arm-templates/code-version.json	56
arm-templates/environment-version.json	51
arm-templates/model-version.json	53
arm-templates/online-endpoint-deployment.json	107
arm-templates/online-endpoint.json	72
best-practices/largescale-deep-learning/Data-loading/data-loading.md	430
best-practices/largescale-deep-learning/Debugging/Compute/README.md	41
best-practices/largescale-deep-learning/Environment/ACPT.md	75
best-practices/largescale-deep-learning/Environment/README.md	52
best-practices/largescale-deep-learning/Operationalize/DeepSpeed-MII/README.md	139
best-practices/largescale-deep-learning/Operationalize/README.md	13
best-practices/largescale-deep-learning/README.md	49
best-practices/largescale-deep-learning/Training/Bert-Pretrain/README.md	160
best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/ds_config.json	30
best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/ds_config_bertbase.json	19
best-practices/largescale-deep-learning/Training/Bert-Pretrain/src/ds_config_distilbert.json	18
best-practices/largescale-deep-learning/Training/Bloom-Pretrain/README.md	147
best-practices/largescale-deep-learning/Training/Bloom-Pretrain/src/ds_config.json	21
best-practices/largescale-deep-learning/Training/DeepSpeed-Autotuning/README.md	33
best-practices/largescale-deep-learning/Training/DeepSpeed-Autotuning/src/ds_config.json	13
best-practices/largescale-deep-learning/Training/Elastic Training/README.md	36
best-practices/largescale-deep-learning/Training/Nebula-Fast-Checkpointing/README.md	114
best-practices/largescale-deep-learning/Training/README.md	271
best-practices/largescale-deep-learning/Training/ViT-Pretrain/README.md	74
cli/CONTRIBUTING.md	34
cli/README.md	276
cli/assets/component/README.md	92
cli/assets/data/README.md	65
cli/assets/environment/docker-contexts/python-and-pip/requirements.txt	21
cli/assets/model/README.md	10
cli/assets/model/mlflow-model/input_example.json	40
cli/assets/model/mlflow-model/requirements.txt	4
cli/endpoints/batch/deploy-models/heart-classifier-mlflow/deployment-custom/model/requirements.txt	15
cli/endpoints/batch/deploy-models/heart-classifier-mlflow/deployment-simple/model/requirements.txt	15
cli/endpoints/batch/deploy-models/mnist-classifier/deployment-keras/model/keras_metadata.pb	10
cli/endpoints/batch/deploy-models/mnist-classifier/deployment-keras/model/saved_model.pb	5002
cli/endpoints/batch/deploy-models/openai-embeddings/model/requirements.txt	7
cli/endpoints/batch/deploy-pipelines/batch-scoring-with-preprocessing/model/requirements.txt	15
cli/endpoints/batch/readme.md	23
cli/endpoints/online/custom-container/README.md	14
cli/endpoints/online/custom-container/minimal/multimodel/README.md	16
cli/endpoints/online/custom-container/minimal/multimodel/test-data/iris-test-data.json	1
cli/endpoints/online/custom-container/minimal/single-model/README.md	17
cli/endpoints/online/custom-container/minimal/single-model/pip-in-dockerfile/deploy-custom-container-minimal-single-model-pip-in-dockerfile.md	10
cli/endpoints/online/custom-container/mlflow/multideployment-scikit/README.md	14
cli/endpoints/online/custom-container/r/multimodel-plumber/README.md	22
cli/endpoints/online/custom-container/r/multimodel-plumber/sample_request.json	5
cli/endpoints/online/custom-container/tfserving/half-plus-two-integrated/README.md	28
cli/endpoints/online/custom-container/tfserving/half-plus-two-integrated/models/hpt/1/saved_model.pb	483
cli/endpoints/online/custom-container/tfserving/half-plus-two-integrated/sample-data.json	6
cli/endpoints/online/custom-container/tfserving/half-plus-two/README.md	11
cli/endpoints/online/custom-container/tfserving/half-plus-two/sample_request.json	1
cli/endpoints/online/custom-container/torchserve/densenet/README.md	9
cli/endpoints/online/custom-container/triton/single-model/README.md	9
cli/endpoints/online/data-collector/README.md	4
cli/endpoints/online/data-collector/custom-blob-storage/README.md	7
cli/endpoints/online/data-collector/workspace-blob-storage/README.md	9
cli/endpoints/online/deploy-with-packages/custom-model/sample-request.json	6
cli/endpoints/online/deploy-with-packages/mlflow-model/model/requirements.txt	15
cli/endpoints/online/deploy-with-packages/mlflow-model/sample-request.json	11
cli/endpoints/online/kubernetes/sample-request.json	4
cli/endpoints/online/managed/README.md	13
cli/endpoints/online/managed/inference-schema/README.md	116
cli/endpoints/online/managed/inference-schema/sample-inputs/numpy.json	1
cli/endpoints/online/managed/inference-schema/sample-inputs/pandas.json	20
cli/endpoints/online/managed/inference-schema/sample-inputs/standard.json	6
cli/endpoints/online/managed/keyvault/README.md	67
cli/endpoints/online/managed/keyvault/sample_request.json	3
cli/endpoints/online/managed/managed-identities/hello.txt	1
cli/endpoints/online/managed/minimal/single-model-registered/README.md	7
cli/endpoints/online/managed/openapi/README.md	120
cli/endpoints/online/managed/openapi/code-custom/swagger2.json	184
cli/endpoints/online/managed/sample/sample-request.json	4
cli/endpoints/online/managed/vnet/mlflow/model/requirements.txt	3
cli/endpoints/online/managed/vnet/mlflow/sample-request.json	19
cli/endpoints/online/managed/vnet/sample/sample-request.json	4
cli/endpoints/online/model-1/sample-request.json	4
cli/endpoints/online/model-2/sample-request.json	4
cli/endpoints/online/ncd/lightgbm-iris/model/requirements.txt	5
cli/endpoints/online/ncd/sample-request-lightgbm.json	13
cli/endpoints/online/ncd/sample-request-sklearn.json	19
cli/endpoints/online/ncd/sklearn-diabetes/model/requirements.txt	4
cli/endpoints/online/triton/single-model/densenet_labels.txt	1000
cli/endpoints/online/triton/single-model/olive_model_analyzer/OLive_MA_AML_Readme.md	156
cli/foundation-models/azure_openai/oai-v1/openai_completions_finetune/openai_completions_finetune.md	10
cli/foundation-models/azure_openai/oai-v2/openai_finetuned_models_aoai_deploy/openai_finetuned_models_aoai_deploy.md	48
cli/foundation-models/meta-llama-3/inference/meta-llama-3-70b-instruct/sample_chat_completions_score.json	19
cli/foundation-models/meta-llama-3/inference/meta-llama-3-70b/sample_completions_score.json	13
cli/foundation-models/meta-llama-3/inference/meta-llama-3-8b-instruct/sample_chat_completions_score.json	19
cli/foundation-models/meta-llama-3/inference/meta-llama-3-8b/sample_completions_score.json	13
cli/foundation-models/system/distillation/conversation/README.md	25
cli/foundation-models/system/distillation/math/README.md	25
cli/foundation-models/system/distillation/nli/README.md	25
cli/foundation-models/system/distillation/nlu_qa/README.md	25
cli/foundation-models/system/distillation/summarization/README.md	25
cli/foundation-models/system/finetune/image-classification/multiclass-classification/deepspeed_configs/zero1.json	42
cli/foundation-models/system/finetune/image-classification/multiclass-classification/readme.md	11
cli/foundation-models/system/finetune/image-classification/multilabel-classification/deepspeed_configs/zero1.json	42
cli/foundation-models/system/finetune/image-classification/multilabel-classification/readme.md	11
cli/foundation-models/system/finetune/image-instance-segmentation/deepspeed_configs/zero1.json	42
cli/foundation-models/system/finetune/image-instance-segmentation/readme.md	8
cli/foundation-models/system/finetune/image-object-detection/deepspeed_configs/zero1.json	42
cli/foundation-models/system/finetune/image-object-detection/readme.md	13
cli/foundation-models/system/finetune/summarization/summarization-config.json	5
cli/foundation-models/system/finetune/video-multi-object-tracking/sample_request_data.json	1
cli/foundation-models/system/inference/text-to-image/scoring-files/score/parallel_run_step.settings.json	1
cli/foundation-models/system/inference/visual-chat-completion/sample_chat_completions_score.json	22
cli/foundation-models/system/inference/visual-question-answering/list_of_questions.txt	20
cli/generative-ai/promptflow/basic-chat/requirements.txt	2
cli/generative-ai/promptflow/deploy-flow/README.md	5
cli/generative-ai/promptflow/deploy-flow/image_build_with_reqirements/requirements.txt	2
cli/generative-ai/promptflow/deploy-flow/sample-request.json	2
cli/jobs/automl-standalone-jobs/cli-automl-classification-task-bankmarketing/How to Run this AutoML Job with CLI (Classification multi-class).txt	5
cli/jobs/automl-standalone-jobs/cli-automl-forecasting-bike-share/How to Run this AutoML Job with CLI (Forecasting).txt	5
cli/jobs/automl-standalone-jobs/cli-automl-forecasting-orange-juice-sales/How to Run this AutoML Job with CLI (Forecasting).txt	5
cli/jobs/automl-standalone-jobs/cli-automl-forecasting-task-energy-demand/How to Run this AutoML Job with CLI (Forecasting).txt	5
cli/jobs/automl-standalone-jobs/cli-automl-forecasting-task-github-dau/How to Run this AutoML Job with CLI (Forecasting).txt	5
cli/jobs/automl-standalone-jobs/cli-automl-image-classification-multiclass-task-fridge-items/How to Run this AutoML Job with CLI (Image Classif multi-class).txt	18
cli/jobs/automl-standalone-jobs/cli-automl-image-classification-multilabel-task-fridge-items/How to Run this AutoML Job with CLI (Image Classif multi-label).txt	18
cli/jobs/automl-standalone-jobs/cli-automl-image-instance-segmentation-task-fridge-items/How to Run this AutoML Job with CLI (Image Instance Segmentation).txt	18
cli/jobs/automl-standalone-jobs/cli-automl-image-object-detection-task-fridge-items/How to Run this AutoML Job with CLI (Image Object Detection).txt	18
cli/jobs/automl-standalone-jobs/cli-automl-regression-task-hardware-perf/How to Run this AutoML Job with CLI (Regression).txt	5
cli/jobs/automl-standalone-jobs/cli-automl-text-classification-multilabel-paper-cat/How to Run this AutoML Job with CLI (Text Classification Multi-Label).txt	7
cli/jobs/automl-standalone-jobs/cli-automl-text-classification-newsgroup/How to Run this AutoML Job with CLI (Text Classification Multi-Class).txt	7
cli/jobs/automl-standalone-jobs/cli-automl-text-ner-conll-distributed-sweeping/How to Run this AutoML Job with CLI (Text NER).txt	7
cli/jobs/automl-standalone-jobs/cli-automl-text-ner-conll-distributed-sweeping/training-mltable-folder/train.txt	9228
cli/jobs/automl-standalone-jobs/cli-automl-text-ner-conll/How to Run this AutoML Job with CLI (Text NER).txt	7
cli/jobs/automl-standalone-jobs/cli-automl-text-ner-conll/training-mltable-folder/train.txt	9228
cli/jobs/basics/hello-automl/How to Run this AutoML Job with CLI (Basic Classification multi-class).txt	5
cli/jobs/deepspeed/deepspeed-autotuning/README.md	50
cli/jobs/deepspeed/deepspeed-autotuning/src/ds_config.json	24
cli/jobs/deepspeed/deepspeed-training/README.md	14
cli/jobs/deepspeed/deepspeed-training/src/ds_config.json	24
cli/jobs/finetuning/standalone/finetuning-job-cliv2-readme.md	44
cli/jobs/finetuning/standalone/model-as-a-platform/chat-completion/readme.md	2
cli/jobs/finetuning/standalone/model-as-a-platform/text-generation/readme.md	2
cli/jobs/finetuning/standalone/model-as-a-service/chat-completion/readme.md	2
cli/jobs/finetuning/standalone/model-as-a-service/text-generation/readme.md	2
cli/jobs/nebulaml/PyTorch_CNN_MNIST/README.md	43
cli/jobs/nebulaml/README.md	20
cli/jobs/nebulaml/cifar10_deepspeed/README.md	50
cli/jobs/nebulaml/cifar10_deepspeed/src/ds_config.json	53
cli/jobs/parallel/1a_oj_sales_prediction/README.md	17
cli/jobs/parallel/2a_iris_batch_prediction/README.md	19
cli/jobs/parallel/3a_mnist_batch_identification/README.md	13
cli/jobs/parallel/3a_mnist_batch_identification/mnist_models/saved_model.pb	1496
cli/jobs/parallel/README.md	26
cli/jobs/pipelines-with-components/basics/1a_e2e_local_components/README.md	1
cli/jobs/pipelines-with-components/basics/1b_e2e_registered_components/README.md	23
cli/jobs/pipelines-with-components/basics/2a_basic_component/README.md	1
cli/jobs/pipelines-with-components/basics/2b_component_with_input_output/README.md	1
cli/jobs/pipelines-with-components/basics/3a_basic_pipeline/README.md	1
cli/jobs/pipelines-with-components/basics/3b_pipeline_with_data/README.md	1
cli/jobs/pipelines-with-components/basics/4a_local_data_input/README.md	1
cli/jobs/pipelines-with-components/basics/4b_datastore_datapath_uri/README.md	1
cli/jobs/pipelines-with-components/basics/4c_web_url_input/README.md	1
cli/jobs/pipelines-with-components/basics/4d_data_input/README.md	4
cli/jobs/pipelines-with-components/basics/5a_env_public_docker_image/README.md	1
cli/jobs/pipelines-with-components/basics/5b_env_registered/README.md	1
cli/jobs/pipelines-with-components/basics/5c_env_conda_file/README.md	1
cli/jobs/pipelines-with-components/basics/6a_tf_hello_world/README.md	1
cli/jobs/pipelines-with-components/basics/6b_pytorch_hello_world/README.md	1
cli/jobs/pipelines-with-components/image_classification_with_densenet/README.md	3
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/README.md	62
cli/jobs/pipelines-with-components/image_classification_with_densenet/image_cnn_train/resnet50v1.5/README.md	488
cli/jobs/pipelines-with-components/nyc_taxi_data_regression/README.md	182
cli/jobs/pipelines-with-components/nyc_taxi_data_regression/artifacts/model/requirements.txt	5
cli/jobs/pipelines-with-components/nyc_taxi_data_regression/scoring-data.json	32
cli/jobs/pipelines-with-components/pipeline_job_with_flow_as_component/README.md	12
cli/jobs/pipelines-with-components/pipeline_job_with_flow_as_component/basic/README.md	99
cli/jobs/pipelines-with-components/pipeline_job_with_flow_as_component/basic/requirements.txt	3
cli/jobs/pipelines-with-components/pipeline_with_hyperparameter_sweep/README.md	2
cli/jobs/pipelines-with-components/pipeline_with_pipeline_component/README.md	19
cli/jobs/pipelines-with-components/pipeline_with_pipeline_component/nyc_taxi_data_regression_with_pipeline_component/README.md	33
cli/jobs/pipelines-with-components/pipeline_with_pipeline_component/pipeline_with_train_eval_pipeline_component/README.md	1
cli/jobs/pipelines-with-components/shakespear_sample_and_word_count_using_spark/README.md	15
cli/jobs/pipelines/add-column-and-word-count-using-spark/README.md	17
cli/jobs/pipelines/add-column-and-word-count-using-spark/src/my_files.txt	1
cli/jobs/pipelines/automl/README.md	22
cli/jobs/pipelines/automl/cli-aml-demand-forecast-pipeline/cli-aml-demand-forecast-hts/How to Run this AutoML Job with CLI (Forecasting).txt	5
cli/jobs/pipelines/automl/cli-aml-demand-forecast-pipeline/cli-aml-demand-forecast-mm/How to Run this AutoML Job with CLI (Forecasting).txt	5
cli/jobs/pipelines/automl/cli-automl-classification-task-bankmarketing-pipeline/README.md	15
cli/jobs/pipelines/automl/cli-automl-regression-housepricing-pipeline/README.md	15
cli/jobs/pipelines/automl/cli-automl-text-classification-multilabel-paper-categorization-pipeline/README.md	15
cli/jobs/pipelines/automl/cli-automl-text-classification-newsgroup-pipeline/README.md	15
cli/jobs/pipelines/automl/cli-automl-text-ner-conll-pipeline/README.md	15
cli/jobs/pipelines/automl/cli-automl-text-ner-conll-pipeline/training-mltable-folder/train.txt	9228
cli/jobs/pipelines/automl/demand-forecast-pipeline/How to Run this AutoML Job with CLI (Forecasting).txt	5
cli/jobs/pipelines/automl/image-instance-segmentation-task-fridge-items-pipeline/How to Run this AutoML Job with CLI (Image Instance Segmentation).txt	13
cli/jobs/pipelines/automl/image-multiclass-classification-fridge-items-pipeline/How to Run this AutoML Job with CLI (Image Classif multi-class).txt	13
cli/jobs/pipelines/automl/image-multilabel-classification-fridge-items-pipeline/How to Run this AutoML Job with CLI (Image Classif multi-label).txt	13
cli/jobs/pipelines/automl/image-object-detection-task-fridge-items-pipeline/How to Run this AutoML Job with CLI (Image Object Detection).txt	13
cli/jobs/pipelines/cifar-10/README.md	11
cli/jobs/pipelines/iris-batch-prediction-using-parallel/README.md	11
cli/jobs/pipelines/mnist-batch-identification-using-parallel/README.md	11
cli/jobs/pipelines/mnist-batch-identification-using-parallel/mnist_models/saved_model.pb	1496
cli/jobs/pipelines/tensorflow-image-segmentation/README.md	8
cli/jobs/single-step/dask/nyctaxi/README.md	26
cli/jobs/single-step/gpu_perf/README.md	119
cli/jobs/single-step/java/iris/README.md	21
cli/jobs/single-step/java/iris/src/main/resources/log4j.properties	7
cli/jobs/single-step/on-behalf-of/README.md	36
cli/jobs/single-step/pytorch/iris/src/requirements.txt	11
cli/jobs/single-step/pytorch/word-language-model/src/README.md	52
cli/jobs/single-step/r/README.md	14
cli/jobs/single-step/scikit-learn/iris-notebook/docker-context/requirements.txt	12
cli/jobs/single-step/scikit-learn/iris/docker-context/requirements.txt	10
cli/jobs/single-step/spark/nyctaxi/README.md	51
cli/jobs/spark/README.md	58
cli/jobs/spark/data/README.md	2
cli/jobs/spark/user-assigned-identity.json	11
cli/monitoring/README.md	25
cli/monitoring/azureml-e2e-model-monitoring/README.md	8
cli/prefix.md	23
cli/resources/connections/README.md	36
cli/resources/datastore/README.md	12
cli/responsible-ai/README.md	20
cli/responsible-ai/cli-responsibleaidashboard-housing-classification/housing_analyze_scorecard_config/pdf_gen.json	13
cli/responsible-ai/cli-responsibleaidashboard-programmer-regression/programmers_analyze_scorecard_config/pdf_gen.json	27
cli/schedules/README.md	29
cli/suffix.md	14
dev-requirements.txt	3
infra/bootstrapping/readme_validation_exclusions.txt	227
infra/templates/readme_template.md	21
sdk/CONTRIBUTING.md	4
sdk/dotnet/AzureML-Samples-CSharp/README.md	291
sdk/python/README.md	320
sdk/python/assets/assets-in-registry/artifacts/model/requirements.txt	5
sdk/python/assets/component/README.md	7
sdk/python/assets/data/README.md	14
sdk/python/assets/data/dev-requirements.txt	1
sdk/python/assets/environment/docker-contexts/python-and-pip/requirements.txt	21
sdk/python/assets/model/mlflow-model/input_example.json	40
sdk/python/assets/model/mlflow-model/requirements.txt	4
sdk/python/data-wrangling/data/README.md	2
sdk/python/dev-requirements.txt	13
sdk/python/endpoints/batch/deploy-models/heart-classifier-mlflow/model/requirements.txt	15
sdk/python/endpoints/batch/deploy-models/mnist-classifier/deployment-keras/model/keras_metadata.pb	10
sdk/python/endpoints/batch/deploy-models/mnist-classifier/deployment-keras/model/saved_model.pb	5002
sdk/python/endpoints/batch/deploy-models/openai-embeddings/model/requirements.txt	7
sdk/python/endpoints/batch/deploy-pipelines/batch-scoring-with-preprocessing/model/requirements.txt	15
sdk/python/endpoints/batch/readme.md	24
sdk/python/endpoints/online/custom-container/half_plus_two/00000123/assets/foo.txt	1
sdk/python/endpoints/online/custom-container/half_plus_two/00000123/assets/license.txt	169
sdk/python/endpoints/online/custom-container/half_plus_two/00000123/saved_model.pb	734
sdk/python/endpoints/online/custom-container/sample-request.json	1
sdk/python/endpoints/online/data_collector/README.md	3
sdk/python/endpoints/online/deploy-with-packages/custom-model/sample-request.json	6
sdk/python/endpoints/online/deploy-with-packages/mlflow-model/model/requirements.txt	15
sdk/python/endpoints/online/deploy-with-packages/mlflow-model/sample-request.json	11
sdk/python/endpoints/online/deploy-with-packages/registry-model/sample-request.json	11
sdk/python/endpoints/online/managed/inference-schema/sample-inputs/numpy.json	1
sdk/python/endpoints/online/managed/inference-schema/sample-inputs/pandas.json	20
sdk/python/endpoints/online/managed/inference-schema/sample-inputs/standard.json	6
sdk/python/endpoints/online/managed/keyvault/sample_request.json	3
sdk/python/endpoints/online/managed/managed-identities/hello.txt	1
sdk/python/endpoints/online/managed/openapi/code-custom/swagger2.json	184
sdk/python/endpoints/online/mlflow/sample-request-sklearn.json	20
sdk/python/endpoints/online/mlflow/sklearn-diabetes/model/requirements.txt	11
sdk/python/endpoints/online/model-1/sample-request.json	4
sdk/python/endpoints/online/model-2/sample-request.json	4
sdk/python/endpoints/online/sample/model-1/sample-request.json	4
sdk/python/endpoints/online/sample/model-2/sample-request.json	4
sdk/python/endpoints/online/triton/single-model/densenet_labels.txt	1000
sdk/python/featurestore_sample/featurestore/arm-template/parameters.json	252
sdk/python/featurestore_sample/featurestore/arm-template/template.json	1164
sdk/python/featurestore_sample/project/fraud_model/online_inference/test.json	10
sdk/python/forecasting-requirements.txt	6
sdk/python/foundation-models/cohere/README.md	18
sdk/python/foundation-models/healthcare-ai/medimageinsight/exam-parameter-demo/data/gpt_labeled_mri.json	4002
sdk/python/foundation-models/healthcare-ai/medimageinsight/exam-parameter-demo/environment.json	4
sdk/python/foundation-models/healthcare-ai/medimageinsight/requirements.txt	11
sdk/python/foundation-models/healthcare-ai/medimageparse/sematic-segmentation-demo/requirements.txt	10
sdk/python/foundation-models/huggingface/inference/text-generation-streaming/sample_score.json	1
sdk/python/foundation-models/huggingface/inference/text-generation-streaming/sample_score_backup.json	1
sdk/python/foundation-models/nvidia-nemo/evaluate/prompt.txt	4
sdk/python/foundation-models/nvidia-nemo/evaluate/prompts/prompt-classification.txt	12
sdk/python/foundation-models/nvidia-nemo/evaluate/prompts/prompt-translate.txt	8
sdk/python/foundation-models/nvidia-nim-agent-samples/nvidia_nim_file_search_output.txt	11
sdk/python/foundation-models/nvidia-nim-agent-samples/product_info_1.md	36
sdk/python/foundation-models/stabilityai/gradio_sample/README.md	23
sdk/python/foundation-models/stabilityai/gradio_sample/requirements.txt	5
sdk/python/foundation-models/system/distillation/README.md	53
sdk/python/foundation-models/system/evaluation/chat-completion/README.md	30
sdk/python/foundation-models/system/evaluation/chat-completion/eval-config.json	6
sdk/python/foundation-models/system/evaluation/fill-mask/README.md	10
sdk/python/foundation-models/system/evaluation/fill-mask/eval-config.json	4
sdk/python/foundation-models/system/evaluation/image-classification/multiclass-classification/README.md	35
sdk/python/foundation-models/system/evaluation/image-classification/multiclass-classification/fridge-eval-config.json	3
sdk/python/foundation-models/system/evaluation/image-classification/multilabel-classification/README.md	40
sdk/python/foundation-models/system/evaluation/image-classification/multilabel-classification/fridge-eval-config.json	4
sdk/python/foundation-models/system/evaluation/image-instance-segmentation/README.md	15
sdk/python/foundation-models/system/evaluation/image-instance-segmentation/fridge-eval-config.json	5
sdk/python/foundation-models/system/evaluation/image-instance-segmentation/odFridgeObjectsMask_coco_rle.json	7853
sdk/python/foundation-models/system/evaluation/image-object-detection/README.md	15
sdk/python/foundation-models/system/evaluation/image-object-detection/fridge-eval-config.json	5
sdk/python/foundation-models/system/evaluation/image-object-detection/odFridgeObjects_coco.json	5837
sdk/python/foundation-models/system/evaluation/question-answering/README.md	29
sdk/python/foundation-models/system/evaluation/question-answering/eval-config.json	7
sdk/python/foundation-models/system/evaluation/summarization/README.md	12
sdk/python/foundation-models/system/evaluation/summarization/eval-config.json	8
sdk/python/foundation-models/system/evaluation/text-classification/README.md	43
sdk/python/foundation-models/system/evaluation/text-classification/eval-config.json	9
sdk/python/foundation-models/system/evaluation/text-classification/glue-mnli-dataset/label.json	12
sdk/python/foundation-models/system/evaluation/text-classification/glue-sst2-dataset/label.json	10
sdk/python/foundation-models/system/evaluation/text-classification/sst2-eval-config.json	9
sdk/python/foundation-models/system/evaluation/text-generation/README.md	18
sdk/python/foundation-models/system/evaluation/text-generation/eval-config.json	6
sdk/python/foundation-models/system/evaluation/token-classification/README.md	17
sdk/python/foundation-models/system/evaluation/token-classification/eval-config.json	3
sdk/python/foundation-models/system/evaluation/translation/README.md	12
sdk/python/foundation-models/system/evaluation/translation/eval-config.json	4
sdk/python/foundation-models/system/finetune/Llama-notebooks/multinode-text-classification/text-classification-config.json	7
sdk/python/foundation-models/system/finetune/Llama-notebooks/text-classification/text-classification-config.json	7
sdk/python/foundation-models/system/finetune/Llama-notebooks/text-generation/text-generation-config.json	1
sdk/python/foundation-models/system/finetune/image-classification/multiclass-classification/deepspeed_configs/zero1.json	42
sdk/python/foundation-models/system/finetune/image-classification/multilabel-classification/deepspeed_configs/zero1.json	42
sdk/python/foundation-models/system/finetune/image-instance-segmentation/deepspeed_configs/zero1.json	42
sdk/python/foundation-models/system/finetune/image-object-detection/deepspeed_configs/zero1.json	42
sdk/python/foundation-models/system/finetune/image-object-detection/odFridgeObjects_coco.json	5837
sdk/python/foundation-models/system/finetune/question-answering/question-answering-config.json	7
sdk/python/foundation-models/system/finetune/scenarios/very-large-model-deepspeed-stage3-finetuning/text-generation-config.json	1
sdk/python/foundation-models/system/finetune/summarization/summarization-config.json	5
sdk/python/foundation-models/system/finetune/text-classification/text-classification-config.json	7
sdk/python/foundation-models/system/finetune/token-classification/token-classification-config.json	3
sdk/python/foundation-models/system/finetune/translation/translation-config.json	4
sdk/python/foundation-models/system/finetune/video-multi-object-tracking/sample_request_data.json	1
sdk/python/foundation-models/system/import/requirements.txt	17
sdk/python/foundation-models/system/inference/README.md	24
sdk/python/foundation-models/system/inference/automatic-speech-recognition/sample-request/sample_score.json	6
sdk/python/foundation-models/system/inference/fill-mask/book-corpus-dataset/sample_score.json	1
sdk/python/foundation-models/system/inference/meta-llama-3/meta-llama-3-70b-instruct/sample_chat_completions_score.json	19
sdk/python/foundation-models/system/inference/meta-llama-3/meta-llama-3-70b/sample_completions_score.json	13
sdk/python/foundation-models/system/inference/meta-llama-3/meta-llama-3-8b-instruct/sample_chat_completions_score.json	19
sdk/python/foundation-models/system/inference/meta-llama-3/meta-llama-3-8b/sample_completions_score.json	13
sdk/python/foundation-models/system/inference/question-answering/squad-dataset/sample_score.json	1
sdk/python/foundation-models/system/inference/text-classification/imdb-dataset/label.json	10
sdk/python/foundation-models/system/inference/text-generation/book-corpus-dataset/sample_score.json	1
sdk/python/foundation-models/system/inference/text-generation/book-corpus-dataset/sample_score_dolly.json	5
sdk/python/foundation-models/system/inference/text-to-image/scoring-files/score/parallel_run_step.settings.json	1
sdk/python/foundation-models/system/inference/token-classification/polyglot_ner-dataset/sample_score.json	1
sdk/python/foundation-models/system/inference/translation/wmt16-en-ro-dataset/sample_score.json	1
sdk/python/foundation-models/system/inference/video-multi-object-tracking/sample_request_data.json	1
sdk/python/foundation-models/system/inference/visual-chat-completion/sample_chat_completions_score.json	25
sdk/python/foundation-models/system/inference/visual-question-answering/list_of_questions.txt	20
sdk/python/generative-ai/promptflow/README.md	1
sdk/python/generative-ai/promptflow/deploy-flow/sample-request.json	2
sdk/python/generative-ai/rag/README.md	19
sdk/python/generative-ai/rag/TROUBLESHOOT.md	30
sdk/python/generative-ai/rag/code_first/README.md	53
sdk/python/generative-ai/rag/code_first/flows/bring_your_own_data_chat_qna/requirements.txt	4
sdk/python/generative-ai/rag/code_first/flows/chat-with-index/README.md	34
sdk/python/generative-ai/rag/code_first/flows/chat-with-index/requirements.txt	8
sdk/python/generative-ai/rag/code_first/flows/chat-with-index/src/README.md	19
sdk/python/generative-ai/rag/code_first/flows/chat-with-index/src/qna_prompt.md	11
sdk/python/generative-ai/rag/code_first/flows/chat-with-index/src/rewrite_question_prompt.md	28
sdk/python/generative-ai/rag/notebooks/README.md	11
sdk/python/jobs/automl-standalone-jobs/automl-forecasting-forecast-function/forecasting_script/parallel_run_step.settings.json	1
sdk/python/jobs/automl-standalone-jobs/automl-forecasting-github-dau/helpers/parallel_run_step.settings.json	1
sdk/python/jobs/automl-standalone-jobs/automl-forecasting-orange-juice-sales/forecast/parallel_run_step.settings.json	1
sdk/python/jobs/automl-standalone-jobs/automl-forecasting-recipes-univariate/forecast/parallel_run_step.settings.json	1
sdk/python/jobs/automl-standalone-jobs/automl-forecasting-task-bike-share/forecast/parallel_run_step.settings.json	1
sdk/python/jobs/automl-standalone-jobs/automl-forecasting-task-energy-demand/forecast/parallel_run_step.settings.json	1
sdk/python/jobs/automl-standalone-jobs/automl-image-instance-segmentation-task-fridge-items/odFridgeObjectsMask_coco_rle.json	7853
sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items-batch-scoring/odFridgeObjects_coco.json	5837
sdk/python/jobs/automl-standalone-jobs/automl-image-object-detection-task-fridge-items/odFridgeObjects_coco.json	5837
sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-named-entity-recognition-task-distributed-sweeping/test-mltable-folder/test.txt	4651
sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-named-entity-recognition-task-distributed-sweeping/training-mltable-folder/train.txt	9228
sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-named-entity-recognition-task/test-mltable-folder/test.txt	4651
sdk/python/jobs/automl-standalone-jobs/automl-nlp-text-named-entity-recognition-task/training-mltable-folder/train.txt	9228
sdk/python/jobs/parallel/3a_mnist_batch_identification/mnist_models/saved_model.pb	1496
sdk/python/jobs/parallel/README.md	25
sdk/python/jobs/pipelines/1a_pipeline_with_components_from_yaml/README.md	10
sdk/python/jobs/pipelines/1b_pipeline_with_python_function_components/README.md	11
sdk/python/jobs/pipelines/1c_pipeline_with_hyperparameter_sweep/README.md	11
sdk/python/jobs/pipelines/1d_pipeline_with_non_python_components/README.md	11
sdk/python/jobs/pipelines/1e_pipeline_with_registered_components/README.md	11
sdk/python/jobs/pipelines/1g_pipeline_with_parallel_nodes/README.md	11
sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-classification-bankmarketing-in-pipeline/README.md	11
sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-regression-house-pricing-in-pipeline/README.md	11
sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-text-classification-in-pipeline/README.md	11
sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-text-classification-multilabel-in-pipeline/README.md	11
sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-text-ner-named-entity-recognition-in-pipeline/README.md	11
sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-text-ner-named-entity-recognition-in-pipeline/test-mltable-folder/test.txt	4651
sdk/python/jobs/pipelines/1h_automl_in_pipeline/automl-text-ner-named-entity-recognition-in-pipeline/training-mltable-folder/train.txt	9228
sdk/python/jobs/pipelines/1i_pipeline_with_spark_nodes/README.md	11
sdk/python/jobs/pipelines/1i_pipeline_with_spark_nodes/data/sample_kmeans_data.txt	6
sdk/python/jobs/pipelines/1j_pipeline_with_pipeline_component/README.md	19
sdk/python/jobs/pipelines/1j_pipeline_with_pipeline_component/pipeline_with_train_eval_pipeline_component/README.md	11
sdk/python/jobs/pipelines/1l_flow_in_pipeline/README.md	4
sdk/python/jobs/pipelines/2a_train_mnist_with_tensorflow/README.md	11
sdk/python/jobs/pipelines/2b_train_cifar_10_with_pytorch/README.md	11
sdk/python/jobs/pipelines/2c_nyc_taxi_data_regression/README.md	31
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/README.md	11
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/README.md	62
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/requirements.txt	1
sdk/python/jobs/pipelines/2d_image_classification_with_densenet/imagecnn_train/resnet50v1.5/README.md	488
sdk/python/jobs/pipelines/2e_image_classification_keras_minist_convnet/README.md	11
sdk/python/jobs/pipelines/README.md	34
sdk/python/jobs/pipelines/prefix.md	4
sdk/python/jobs/pipelines/suffix.md	1
sdk/python/jobs/spark/data/README.md	2
sdk/python/mlflow-requirements.txt	3
sdk/python/notebooks_config.ini	48
sdk/python/prefix.md	24
sdk/python/responsible-ai/README.md	40
sdk/python/responsible-ai/mlflow-deployment-with-explanations/README.md	31
sdk/python/responsible-ai/mlflow-deployment-with-explanations/requirements.txt	12
sdk/python/responsible-ai/tabular/README.md	42
sdk/python/responsible-ai/tabular/responsibleaidashboard-diabetes-decision-making/README.md	35
sdk/python/responsible-ai/tabular/responsibleaidashboard-diabetes-regression-model-debugging/README.md	35
sdk/python/responsible-ai/tabular/responsibleaidashboard-ed-student-attrition-clf/readme.md	256
sdk/python/responsible-ai/tabular/responsibleaidashboard-finance-loan-classification/readme.md	225
sdk/python/responsible-ai/tabular/responsibleaidashboard-healthcare-covid-classification/readme.md	263
sdk/python/responsible-ai/tabular/responsibleaidashboard-housing-classification-model-debugging/README.md	35
sdk/python/responsible-ai/tabular/responsibleaidashboard-housing-decision-making/README.md	35
sdk/python/responsible-ai/tabular/responsibleaidashboard-programmer-regression-model-debugging/README.md	35
sdk/python/responsible-ai/text/README.md	39
sdk/python/responsible-ai/text/responsibleaidashboard-text-classification-financial-news/readme.md	159
sdk/python/responsible-ai/vision/README.md	39
sdk/python/suffix.md	6
sdk/python/using-mlflow/deploy/mlflow_sdk_online_endpoints.txt	7
sdk/python/using-mlflow/deploy/mlflow_sdk_online_endpoints_progresive.txt	7
sdk/python/using-mlflow/deploy/mlflow_sdk_web_service.txt	7
sdk/python/using-mlflow/deploy/model/requirements.txt	4
sdk/python/using-mlflow/deploy/track_with_databricks_deploy_aml.txt	6
sdk/python/using-mlflow/model-management/model_management.txt	5
sdk/python/using-mlflow/readme.md	26
sdk/python/using-mlflow/runs-management/run_history.txt	7
sdk/python/using-mlflow/train-and-log/keras_mnist_with_mlflow.txt	5
sdk/python/using-mlflow/train-and-log/logging_and_customizing_models.txt	7
sdk/python/using-mlflow/train-and-log/xgboost_classification_mlflow.txt	7
sdk/python/using-mlflow/train-and-log/xgboost_nested_runs.txt	8
sdk/python/using-mlflow/train-and-log/xgboost_service_principal.txt	9
sdk/python/using-mltable/README.md	20
sdk/python/using-mltable/mltable-requirements.txt	2
sdk/typescript/README.md	69
sdk/typescript/package.json	44
sdk/typescript/tsconfig.json	17
setup/setup-ci/README.md	16
setup/setup-ci/security-scanner/README.md	136
setup/setup-ci/security-scanner/deploy.json	30
setup/setup-ci/security-scanner/tests/README.md	61
setup/setup-ci/security-scanner/tests/amlsecscan.json	3
setup/setup-ci/security-scanner/tests/deploy.json	44
setup/setup-ci/security-scanner/tests/test_trivy_1.json	678
setup/setup-ci/security-scanner/tests/test_trivy_2.json	945
setup/setup-ci/security-scanner/tests/test_trivy_3.json	51
setup/setup-dsvm/RStudio/README.md	102
setup/setup-dsvm/RStudio/arm-ubuntu-dsvm-RStudio.json	340
setup/setup-repo/README.md	20
tutorials/README.md	43
tutorials/e2e-distributed-pytorch-image/requirements.txt	9
tutorials/get-started-notebooks/deploy/credit_defaults_model/requirements.txt	4
tutorials/get-started-notebooks/deploy/sample-request.json	10
tutorials/prefix.md	24
tutorials/suffix.md	6