jobs/basics/hello-automl/hello-automl-job-basic.yml |
![jobs/basics/hello-automl/hello-automl-job-basic](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-automl-hello-automl-job-basic/badge.svg?branch=main) |
A Classification job using bank marketing |
jobs/pipelines-with-components/nyc_taxi_data_regression/single-job-pipeline.yml |
![jobs/pipelines-with-components/nyc_taxi_data_regression/single-job-pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-nyc_taxi_data_regression-single-job-pipeline/badge.svg?branch=main) |
Single job pipeline to train regression model based on nyc taxi dataset |
jobs/single-step/dask/nyctaxi/job.yml |
![jobs/single-step/dask/nyctaxi/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-dask-nyctaxi-job/badge.svg?branch=main) |
This sample shows how to run a distributed DASK job on AzureML. The 24GB NYC Taxi dataset is read in CSV format by a 4 node DASK cluster, processed and then written as job output in parquet format. |
jobs/single-step/gpu_perf/gpu_perf_job.yml |
![jobs/single-step/gpu_perf/gpu_perf_job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-gpu_perf-gpu_perf_job/badge.svg?branch=main) |
Runs NCCL-tests on gpu nodes. |
jobs/single-step/julia/iris/job.yml |
![jobs/single-step/julia/iris/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-julia-iris-job/badge.svg?branch=main) |
Train a Flux model on the Iris dataset using the Julia programming language. |
jobs/single-step/lightgbm/iris/job-sweep.yml |
![jobs/single-step/lightgbm/iris/job-sweep](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-lightgbm-iris-job-sweep/badge.svg?branch=main) |
Run a hyperparameter sweep job for LightGBM on Iris dataset. |
jobs/single-step/lightgbm/iris/job.yml |
![jobs/single-step/lightgbm/iris/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-lightgbm-iris-job/badge.svg?branch=main) |
Train a LightGBM model on the Iris dataset. |
jobs/single-step/pytorch/cifar-distributed/job.yml |
![jobs/single-step/pytorch/cifar-distributed/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-pytorch-cifar-distributed-job/badge.svg?branch=main) |
Train a basic convolutional neural network (CNN) with PyTorch on the CIFAR-10 dataset, distributed via PyTorch. |
jobs/single-step/pytorch/iris/job.yml |
![jobs/single-step/pytorch/iris/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-pytorch-iris-job/badge.svg?branch=main) |
Train a neural network with PyTorch on the Iris dataset. |
jobs/single-step/pytorch/word-language-model/job.yml |
![jobs/single-step/pytorch/word-language-model/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-pytorch-word-language-model-job/badge.svg?branch=main) |
Train a multi-layer RNN (Elman, GRU, or LSTM) on a language modeling task with PyTorch. |
jobs/single-step/r/accidents/job.yml |
![jobs/single-step/r/accidents/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-r-accidents-job/badge.svg?branch=main) |
Train a GLM using R on the accidents dataset. |
jobs/single-step/r/iris/job.yml |
![jobs/single-step/r/iris/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-r-iris-job/badge.svg?branch=main) |
Train an R model on the Iris dataset. |
jobs/single-step/scikit-learn/diabetes/job.yml |
![jobs/single-step/scikit-learn/diabetes/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-scikit-learn-diabetes-job/badge.svg?branch=main) |
Train a scikit-learn LinearRegression model on the Diabetes dataset. |
jobs/single-step/scikit-learn/iris-notebook/job.yml |
![jobs/single-step/scikit-learn/iris-notebook/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-scikit-learn-iris-notebook-job/badge.svg?branch=main) |
Train a scikit-learn SVM on the Iris dataset using a custom Docker container build with a notebook via papermill. |
jobs/single-step/scikit-learn/iris/job-docker-context.yml |
![jobs/single-step/scikit-learn/iris/job-docker-context](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-scikit-learn-iris-job-docker-context/badge.svg?branch=main) |
Train a scikit-learn SVM on the Iris dataset using a custom Docker container build. |
jobs/single-step/scikit-learn/iris/job-sweep.yml |
![jobs/single-step/scikit-learn/iris/job-sweep](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-scikit-learn-iris-job-sweep/badge.svg?branch=main) |
Sweep hyperparemeters for training a scikit-learn SVM on the Iris dataset. |
jobs/single-step/scikit-learn/iris/job.yml |
![jobs/single-step/scikit-learn/iris/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-scikit-learn-iris-job/badge.svg?branch=main) |
Train a scikit-learn SVM on the Iris dataset. |
jobs/single-step/spark/nyctaxi/job.yml |
![jobs/single-step/spark/nyctaxi/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-spark-nyctaxi-job/badge.svg?branch=main) |
This sample shows how to run a single node Spark job on Azure ML. The 47GB NYC Taxi dataset is read in parquet format by a 1 node Spark cluster, processed and then written as job output in parquet format. |
jobs/single-step/tensorflow/mnist-distributed-horovod/job.yml |
![jobs/single-step/tensorflow/mnist-distributed-horovod/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-tensorflow-mnist-distributed-horovod-job/badge.svg?branch=main) |
Train a basic neural network with TensorFlow on the MNIST dataset, distributed via Horovod. |
jobs/single-step/tensorflow/mnist-distributed/job.yml |
![jobs/single-step/tensorflow/mnist-distributed/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-tensorflow-mnist-distributed-job/badge.svg?branch=main) |
Train a basic neural network with TensorFlow on the MNIST dataset, distributed via TensorFlow. |
jobs/single-step/tensorflow/mnist/job.yml |
![jobs/single-step/tensorflow/mnist/job](https://github.com/Azure/azureml-examples/workflows/cli-jobs-single-step-tensorflow-mnist-job/badge.svg?branch=main) |
Train a basic neural network with TensorFlow on the MNIST dataset. |
jobs/basics/hello-code.yml |
![jobs/basics/hello-code](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-code/badge.svg?branch=main) |
no description |
jobs/basics/hello-data-uri-folder.yml |
![jobs/basics/hello-data-uri-folder](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-data-uri-folder/badge.svg?branch=main) |
no description |
jobs/basics/hello-dataset.yml |
![jobs/basics/hello-dataset](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-dataset/badge.svg?branch=main) |
no description |
jobs/basics/hello-git.yml |
![jobs/basics/hello-git](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-git/badge.svg?branch=main) |
no description |
jobs/basics/hello-iris-datastore-file.yml |
![jobs/basics/hello-iris-datastore-file](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-iris-datastore-file/badge.svg?branch=main) |
no description |
jobs/basics/hello-iris-datastore-folder.yml |
![jobs/basics/hello-iris-datastore-folder](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-iris-datastore-folder/badge.svg?branch=main) |
no description |
jobs/basics/hello-iris-file.yml |
![jobs/basics/hello-iris-file](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-iris-file/badge.svg?branch=main) |
no description |
jobs/basics/hello-iris-folder.yml |
![jobs/basics/hello-iris-folder](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-iris-folder/badge.svg?branch=main) |
no description |
jobs/basics/hello-iris-literal.yml |
![jobs/basics/hello-iris-literal](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-iris-literal/badge.svg?branch=main) |
no description |
jobs/basics/hello-mlflow.yml |
![jobs/basics/hello-mlflow](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-mlflow/badge.svg?branch=main) |
no description |
jobs/basics/hello-notebook.yml |
![jobs/basics/hello-notebook](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-notebook/badge.svg?branch=main) |
no description |
jobs/basics/hello-pipeline-abc.yml |
![jobs/basics/hello-pipeline-abc](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-pipeline-abc/badge.svg?branch=main) |
no description |
jobs/basics/hello-pipeline-customize-output-file.yml |
![jobs/basics/hello-pipeline-customize-output-file](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-pipeline-customize-output-file/badge.svg?branch=main) |
no description |
jobs/basics/hello-pipeline-customize-output-folder.yml |
![jobs/basics/hello-pipeline-customize-output-folder](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-pipeline-customize-output-folder/badge.svg?branch=main) |
no description |
jobs/basics/hello-pipeline-default-artifacts.yml |
![jobs/basics/hello-pipeline-default-artifacts](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-pipeline-default-artifacts/badge.svg?branch=main) |
no description |
jobs/basics/hello-pipeline-io.yml |
![jobs/basics/hello-pipeline-io](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-pipeline-io/badge.svg?branch=main) |
no description |
jobs/basics/hello-pipeline-settings.yml |
![jobs/basics/hello-pipeline-settings](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-pipeline-settings/badge.svg?branch=main) |
no description |
jobs/basics/hello-pipeline.yml |
![jobs/basics/hello-pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-pipeline/badge.svg?branch=main) |
no description |
jobs/basics/hello-sweep.yml |
![jobs/basics/hello-sweep](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-sweep/badge.svg?branch=main) |
Hello sweep job example. |
jobs/basics/hello-world-env-var.yml |
![jobs/basics/hello-world-env-var](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-world-env-var/badge.svg?branch=main) |
no description |
jobs/basics/hello-world-input.yml |
![jobs/basics/hello-world-input](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-world-input/badge.svg?branch=main) |
no description |
jobs/basics/hello-world-org.yml |
![jobs/basics/hello-world-org](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-world-org/badge.svg?branch=main) |
|
jobs/basics/hello-world-output-data.yml |
![jobs/basics/hello-world-output-data](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-world-output-data/badge.svg?branch=main) |
no description |
jobs/basics/hello-world-output.yml |
![jobs/basics/hello-world-output](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-world-output/badge.svg?branch=main) |
no description |
jobs/basics/hello-world.yml |
![jobs/basics/hello-world](https://github.com/Azure/azureml-examples/workflows/cli-jobs-basics-hello-world/badge.svg?branch=main) |
no description |
jobs/pipelines/add-column-and-word-count-using-spark/pipeline.yml |
![jobs/pipelines/add-column-and-word-count-using-spark/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-add-column-and-word-count-using-spark-pipeline/badge.svg?branch=main) |
'submit a pipeline with spark job' |
jobs/pipelines/automl/cli-automl-classification-task-bankmarketing-pipeline/pipeline.yml |
![jobs/pipelines/automl/cli-automl-classification-task-bankmarketing-pipeline/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-automl-cli-automl-classification-task-bankmarketing-pipeline-pipeline/badge.svg?branch=main) |
Pipeline using AutoML classification task |
jobs/pipelines/automl/cli-automl-regression-housepricing-pipeline/pipeline.yml |
![jobs/pipelines/automl/cli-automl-regression-housepricing-pipeline/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-automl-cli-automl-regression-housepricing-pipeline-pipeline/badge.svg?branch=main) |
Pipeline using AutoML regression task |
jobs/pipelines/automl/cli-automl-text-classification-multilabel-paper-categorization-pipeline/pipeline.yml |
![jobs/pipelines/automl/cli-automl-text-classification-multilabel-paper-categorization-pipeline/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-automl-cli-automl-text-classification-multilabel-paper-categorization-pipeline-pipeline/badge.svg?branch=main) |
Pipeline using AutoML Text Classification Multilabel task |
jobs/pipelines/automl/cli-automl-text-classification-newsgroup-pipeline/pipeline.yml |
![jobs/pipelines/automl/cli-automl-text-classification-newsgroup-pipeline/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-automl-cli-automl-text-classification-newsgroup-pipeline-pipeline/badge.svg?branch=main) |
Pipeline using AutoML Text Classification task |
jobs/pipelines/automl/cli-automl-text-ner-conll-pipeline/pipeline.yml |
![jobs/pipelines/automl/cli-automl-text-ner-conll-pipeline/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-automl-cli-automl-text-ner-conll-pipeline-pipeline/badge.svg?branch=main) |
Pipeline using AutoML Text Ner task |
jobs/pipelines/automl/forecasting-energy-demand-pipeline/pipeline.yml |
![jobs/pipelines/automl/forecasting-energy-demand-pipeline/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-automl-forecasting-energy-demand-pipeline-pipeline/badge.svg?branch=main) |
Pipeline using AutoML Forecasting task |
jobs/pipelines/automl/image-instance-segmentation-task-fridge-items-pipeline/pipeline.yml |
![jobs/pipelines/automl/image-instance-segmentation-task-fridge-items-pipeline/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-automl-image-instance-segmentation-task-fridge-items-pipeline-pipeline/badge.svg?branch=main) |
Pipeline using AutoML Image Instance Segmentation task |
jobs/pipelines/automl/image-multiclass-classification-fridge-items-pipeline/pipeline.yml |
![jobs/pipelines/automl/image-multiclass-classification-fridge-items-pipeline/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-automl-image-multiclass-classification-fridge-items-pipeline-pipeline/badge.svg?branch=main) |
Pipeline using AutoML Image Multiclass Classification task |
jobs/pipelines/automl/image-multilabel-classification-fridge-items-pipeline/pipeline.yml |
![jobs/pipelines/automl/image-multilabel-classification-fridge-items-pipeline/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-automl-image-multilabel-classification-fridge-items-pipeline-pipeline/badge.svg?branch=main) |
Pipeline using AutoML Image Multilabel Classification task |
jobs/pipelines/automl/image-object-detection-task-fridge-items-pipeline/pipeline.yml |
![jobs/pipelines/automl/image-object-detection-task-fridge-items-pipeline/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-automl-image-object-detection-task-fridge-items-pipeline-pipeline/badge.svg?branch=main) |
Pipeline using AutoML Image Object Detection task |
jobs/pipelines/cifar-10/pipeline.yml |
![jobs/pipelines/cifar-10/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-cifar-10-pipeline/badge.svg?branch=main) |
Pipeline using distributed job to train model based on cifar-10 dataset |
jobs/pipelines/iris-batch-prediction-using-parallel/pipeline.yml |
![jobs/pipelines/iris-batch-prediction-using-parallel/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-iris-batch-prediction-using-parallel-pipeline/badge.svg?branch=main) |
The hello world pipeline job with inline parallel job |
jobs/pipelines/mnist-batch-identification-using-parallel/pipeline.yml |
![jobs/pipelines/mnist-batch-identification-using-parallel/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-mnist-batch-identification-using-parallel-pipeline/badge.svg?branch=main) |
The hello world pipeline job with inline parallel job |
jobs/pipelines/nyc-taxi/pipeline.yml |
![jobs/pipelines/nyc-taxi/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-nyc-taxi-pipeline/badge.svg?branch=main) |
Train model with nyc taxi data |
jobs/pipelines/tensorflow-image-segmentation/pipeline.yml |
![jobs/pipelines/tensorflow-image-segmentation/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-tensorflow-image-segmentation-pipeline/badge.svg?branch=main) |
no description |
jobs/automl-standalone-jobs/cli-automl-classification-task-bankmarketing/cli-automl-classification-task-bankmarketing.yml |
![jobs/automl-standalone-jobs/cli-automl-classification-task-bankmarketing/cli-automl-classification-task-bankmarketing](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-classification-task-bankmarketing-cli-automl-classification-task-bankmarketing/badge.svg?branch=main) |
A Classification job using bank marketing |
jobs/automl-standalone-jobs/cli-automl-forecasting-bike-share/cli-automl-forecasting-task-bike-share.yml |
![jobs/automl-standalone-jobs/cli-automl-forecasting-bike-share/cli-automl-forecasting-task-bike-share](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-forecasting-bike-share-cli-automl-forecasting-task-bike-share/badge.svg?branch=main) |
A Time-Series Forecasting job using bike share dataset |
jobs/automl-standalone-jobs/cli-automl-forecasting-orange-juice-sales/cli-automl-forecasting-orange-juice-sales.yml |
![jobs/automl-standalone-jobs/cli-automl-forecasting-orange-juice-sales/cli-automl-forecasting-orange-juice-sales](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-forecasting-orange-juice-sales-cli-automl-forecasting-orange-juice-sales/badge.svg?branch=main) |
A Time-Series Forecasting job using orange juice sales dataset |
jobs/automl-standalone-jobs/cli-automl-forecasting-task-energy-demand/cli-automl-forecasting-task-energy-demand.yml |
![jobs/automl-standalone-jobs/cli-automl-forecasting-task-energy-demand/cli-automl-forecasting-task-energy-demand](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-forecasting-task-energy-demand-cli-automl-forecasting-task-energy-demand/badge.svg?branch=main) |
A Time-Series Forecasting job using energy demand dataset |
jobs/automl-standalone-jobs/cli-automl-image-classification-multiclass-task-fridge-items/cli-automl-image-classification-multiclass-task-fridge-items.yml |
![jobs/automl-standalone-jobs/cli-automl-image-classification-multiclass-task-fridge-items/cli-automl-image-classification-multiclass-task-fridge-items](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-image-classification-multiclass-task-fridge-items-cli-automl-image-classification-multiclass-task-fridge-items/badge.svg?branch=main) |
A multi-class Image classification job using fridge items dataset |
jobs/automl-standalone-jobs/cli-automl-image-classification-multilablel-task-fridge-items/cli-automl-image-classification-multilabel-task-fridge-items.yml |
![jobs/automl-standalone-jobs/cli-automl-image-classification-multilablel-task-fridge-items/cli-automl-image-classification-multilabel-task-fridge-items](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-image-classification-multilablel-task-fridge-items-cli-automl-image-classification-multilabel-task-fridge-items/badge.svg?branch=main) |
A multi-label Image classification job using fridge items dataset |
jobs/automl-standalone-jobs/cli-automl-image-instance-segmentation-task-fridge-items/cli-automl-image-instance-segmentation-task-fridge-items.yml |
![jobs/automl-standalone-jobs/cli-automl-image-instance-segmentation-task-fridge-items/cli-automl-image-instance-segmentation-task-fridge-items](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-image-instance-segmentation-task-fridge-items-cli-automl-image-instance-segmentation-task-fridge-items/badge.svg?branch=main) |
An Image Instance segmentation job using fridge items dataset |
jobs/automl-standalone-jobs/cli-automl-image-object-detection-task-fridge-items/cli-automl-image-object-detection-task-fridge-items.yml |
![jobs/automl-standalone-jobs/cli-automl-image-object-detection-task-fridge-items/cli-automl-image-object-detection-task-fridge-items](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-image-object-detection-task-fridge-items-cli-automl-image-object-detection-task-fridge-items/badge.svg?branch=main) |
An Image Object Detection job using fridge items dataset |
jobs/automl-standalone-jobs/cli-automl-regression-task-hardware-perf/cli-automl-regression-task-hardware-perf.yml |
![jobs/automl-standalone-jobs/cli-automl-regression-task-hardware-perf/cli-automl-regression-task-hardware-perf](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-regression-task-hardware-perf-cli-automl-regression-task-hardware-perf/badge.svg?branch=main) |
A regression job using hardware performance dataset |
jobs/automl-standalone-jobs/cli-automl-text-classification-multilabel-paper-cat/cli-automl-text-classification-multilabel-paper-cat.yml |
![jobs/automl-standalone-jobs/cli-automl-text-classification-multilabel-paper-cat/cli-automl-text-classification-multilabel-paper-cat](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-text-classification-multilabel-paper-cat-cli-automl-text-classification-multilabel-paper-cat/badge.svg?branch=main) |
A text classification multilabel job using paper categorization data |
jobs/automl-standalone-jobs/cli-automl-text-classification-newsgroup/cli-automl-text-classification-newsgroup.yml |
![jobs/automl-standalone-jobs/cli-automl-text-classification-newsgroup/cli-automl-text-classification-newsgroup](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-text-classification-newsgroup-cli-automl-text-classification-newsgroup/badge.svg?branch=main) |
A text classification job using newsgroup dataset |
jobs/automl-standalone-jobs/cli-automl-text-ner-conll-distributed-sweeping/cli-automl-text-ner-conll2003-distributed-sweeping.yml |
![jobs/automl-standalone-jobs/cli-automl-text-ner-conll-distributed-sweeping/cli-automl-text-ner-conll2003-distributed-sweeping](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-text-ner-conll-distributed-sweeping-cli-automl-text-ner-conll2003-distributed-sweeping/badge.svg?branch=main) |
A text named entity recognition job using CoNLL 2003 data |
jobs/automl-standalone-jobs/cli-automl-text-ner-conll/cli-automl-text-ner-conll2003.yml |
![jobs/automl-standalone-jobs/cli-automl-text-ner-conll/cli-automl-text-ner-conll2003](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-text-ner-conll-cli-automl-text-ner-conll2003/badge.svg?branch=main) |
A text named entity recognition job using CoNLL 2003 data |
jobs/pipelines-with-components/basics/1a_e2e_local_components/pipeline.yml |
![jobs/pipelines-with-components/basics/1a_e2e_local_components/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-1a_e2e_local_components-pipeline/badge.svg?branch=main) |
Dummy train-score-eval pipeline with local components |
jobs/pipelines-with-components/basics/1b_e2e_registered_components/pipeline.yml |
![jobs/pipelines-with-components/basics/1b_e2e_registered_components/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-1b_e2e_registered_components-pipeline/badge.svg?branch=main) |
E2E dummy train-score-eval pipeline with registered components |
jobs/pipelines-with-components/basics/2a_basic_component/pipeline.yml |
![jobs/pipelines-with-components/basics/2a_basic_component/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-2a_basic_component-pipeline/badge.svg?branch=main) |
Hello World component example |
jobs/pipelines-with-components/basics/2b_component_with_input_output/pipeline.yml |
![jobs/pipelines-with-components/basics/2b_component_with_input_output/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-2b_component_with_input_output-pipeline/badge.svg?branch=main) |
Component with inputs and outputs |
jobs/pipelines-with-components/basics/3a_basic_pipeline/pipeline.yml |
![jobs/pipelines-with-components/basics/3a_basic_pipeline/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-3a_basic_pipeline-pipeline/badge.svg?branch=main) |
Basic Pipeline Job with 3 Hello World components |
jobs/pipelines-with-components/basics/3b_pipeline_with_data/pipeline.yml |
![jobs/pipelines-with-components/basics/3b_pipeline_with_data/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-3b_pipeline_with_data-pipeline/badge.svg?branch=main) |
Pipeline with 3 component jobs with data dependencies |
jobs/pipelines-with-components/basics/4a_local_data_input/pipeline.yml |
![jobs/pipelines-with-components/basics/4a_local_data_input/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-4a_local_data_input-pipeline/badge.svg?branch=main) |
Example of using data in a local folder as pipeline input |
jobs/pipelines-with-components/basics/4b_datastore_datapath_uri/pipeline.yml |
![jobs/pipelines-with-components/basics/4b_datastore_datapath_uri/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-4b_datastore_datapath_uri-pipeline/badge.svg?branch=main) |
Example of using data folder from a Workspace Datastore as pipeline input |
jobs/pipelines-with-components/basics/4c_web_url_input/pipeline.yml |
![jobs/pipelines-with-components/basics/4c_web_url_input/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-4c_web_url_input-pipeline/badge.svg?branch=main) |
Example of using a file hosted at a web URL as pipeline input |
jobs/pipelines-with-components/basics/4d_data_input/pipeline.yml |
![jobs/pipelines-with-components/basics/4d_data_input/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-4d_data_input-pipeline/badge.svg?branch=main) |
Example of using data from a data as pipeline input |
jobs/pipelines-with-components/basics/5a_env_public_docker_image/pipeline.yml |
![jobs/pipelines-with-components/basics/5a_env_public_docker_image/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-5a_env_public_docker_image-pipeline/badge.svg?branch=main) |
Pipeline job with component using public docker image as environment |
jobs/pipelines-with-components/basics/5b_env_registered/pipeline.yml |
![jobs/pipelines-with-components/basics/5b_env_registered/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-5b_env_registered-pipeline/badge.svg?branch=main) |
Pipeline job with component using a registered AzureML environment |
jobs/pipelines-with-components/basics/5c_env_conda_file/pipeline.yml |
![jobs/pipelines-with-components/basics/5c_env_conda_file/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-5c_env_conda_file-pipeline/badge.svg?branch=main) |
Pipeline job with component using environment defined by a conda file |
jobs/pipelines-with-components/basics/6a_tf_hello_world/pipeline.yml |
![jobs/pipelines-with-components/basics/6a_tf_hello_world/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-6a_tf_hello_world-pipeline/badge.svg?branch=main) |
Prints the environment variable ($TF_CONFIG) useful for scripts running in a Tensorflow training environment |
jobs/pipelines-with-components/basics/6b_pytorch_hello_world/pipeline.yml |
![jobs/pipelines-with-components/basics/6b_pytorch_hello_world/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-6b_pytorch_hello_world-pipeline/badge.svg?branch=main) |
Prints the environment variables useful for scripts running in a PyTorch training environment |
jobs/pipelines-with-components/basics/6c_r_iris/pipeline.yml |
![jobs/pipelines-with-components/basics/6c_r_iris/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-basics-6c_r_iris-pipeline/badge.svg?branch=main) |
Train an R model on the Iris dataset. |
jobs/pipelines-with-components/image_classification_with_densenet/pipeline.yml |
![jobs/pipelines-with-components/image_classification_with_densenet/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-image_classification_with_densenet-pipeline/badge.svg?branch=main) |
Train densenet for image classification |
jobs/pipelines-with-components/nyc_taxi_data_regression/pipeline.yml |
![jobs/pipelines-with-components/nyc_taxi_data_regression/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-nyc_taxi_data_regression-pipeline/badge.svg?branch=main) |
Train regression model based on nyc taxi dataset |
jobs/pipelines-with-components/nyc_taxi_data_regression/single-job-pipeline.yml |
![jobs/pipelines-with-components/nyc_taxi_data_regression/single-job-pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-nyc_taxi_data_regression-single-job-pipeline/badge.svg?branch=main) |
Single job pipeline to train regression model based on nyc taxi dataset |
jobs/pipelines-with-components/pipeline_with_hyperparameter_sweep/pipeline.yml |
![jobs/pipelines-with-components/pipeline_with_hyperparameter_sweep/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-pipeline_with_hyperparameter_sweep-pipeline/badge.svg?branch=main) |
Tune hyperparameters using TF component |
jobs/pipelines-with-components/rai_pipeline_adult_analyse/pipeline.yml |
![jobs/pipelines-with-components/rai_pipeline_adult_analyse/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-rai_pipeline_adult_analyse-pipeline/badge.svg?branch=main) |
Sample rai pipeline |
jobs/pipelines-with-components/shakespear_sample_and_word_count_using_spark/pipeline.yml |
![jobs/pipelines-with-components/shakespear_sample_and_word_count_using_spark/pipeline](https://github.com/Azure/azureml-examples/workflows/cli-jobs-pipelines-with-components-shakespear_sample_and_word_count_using_spark-pipeline/badge.svg?branch=main) |
'submit a pipeline with spark job' |
jobs/automl-standalone-jobs/cli-automl-classification-task-bankmarketing/cli-automl-classification-task-bankmarketing.yml |
![jobs/automl-standalone-jobs/cli-automl-classification-task-bankmarketing/cli-automl-classification-task-bankmarketing](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-classification-task-bankmarketing-cli-automl-classification-task-bankmarketing/badge.svg?branch=main) |
A Classification job using bank marketing |
jobs/automl-standalone-jobs/cli-automl-forecasting-bike-share/cli-automl-forecasting-task-bike-share.yml |
![jobs/automl-standalone-jobs/cli-automl-forecasting-bike-share/cli-automl-forecasting-task-bike-share](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-forecasting-bike-share-cli-automl-forecasting-task-bike-share/badge.svg?branch=main) |
A Time-Series Forecasting job using bike share dataset |
jobs/automl-standalone-jobs/cli-automl-forecasting-orange-juice-sales/cli-automl-forecasting-orange-juice-sales.yml |
![jobs/automl-standalone-jobs/cli-automl-forecasting-orange-juice-sales/cli-automl-forecasting-orange-juice-sales](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-forecasting-orange-juice-sales-cli-automl-forecasting-orange-juice-sales/badge.svg?branch=main) |
A Time-Series Forecasting job using orange juice sales dataset |
jobs/automl-standalone-jobs/cli-automl-forecasting-task-energy-demand/cli-automl-forecasting-task-energy-demand.yml |
![jobs/automl-standalone-jobs/cli-automl-forecasting-task-energy-demand/cli-automl-forecasting-task-energy-demand](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-forecasting-task-energy-demand-cli-automl-forecasting-task-energy-demand/badge.svg?branch=main) |
A Time-Series Forecasting job using energy demand dataset |
jobs/automl-standalone-jobs/cli-automl-forecasting-task-github-dau/cli-automl-forecasting-task-github-dau.yml |
![jobs/automl-standalone-jobs/cli-automl-forecasting-task-github-dau/cli-automl-forecasting-task-github-dau](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-forecasting-task-github-dau-cli-automl-forecasting-task-github-dau/badge.svg?branch=main) |
A Time-Series Forecasting job using Github DAU dataset that trains only the TCNForecaster model. |
jobs/automl-standalone-jobs/cli-automl-image-classification-multiclass-task-fridge-items/cli-automl-image-classification-multiclass-task-fridge-items.yml |
![jobs/automl-standalone-jobs/cli-automl-image-classification-multiclass-task-fridge-items/cli-automl-image-classification-multiclass-task-fridge-items](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-image-classification-multiclass-task-fridge-items-cli-automl-image-classification-multiclass-task-fridge-items/badge.svg?branch=main) |
A multi-class Image classification job using fridge items dataset |
jobs/automl-standalone-jobs/cli-automl-image-classification-multilablel-task-fridge-items/cli-automl-image-classification-multilabel-task-fridge-items.yml |
![jobs/automl-standalone-jobs/cli-automl-image-classification-multilablel-task-fridge-items/cli-automl-image-classification-multilabel-task-fridge-items](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-image-classification-multilablel-task-fridge-items-cli-automl-image-classification-multilabel-task-fridge-items/badge.svg?branch=main) |
A multi-label Image classification job using fridge items dataset |
jobs/automl-standalone-jobs/cli-automl-image-instance-segmentation-task-fridge-items/cli-automl-image-instance-segmentation-task-fridge-items.yml |
![jobs/automl-standalone-jobs/cli-automl-image-instance-segmentation-task-fridge-items/cli-automl-image-instance-segmentation-task-fridge-items](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-image-instance-segmentation-task-fridge-items-cli-automl-image-instance-segmentation-task-fridge-items/badge.svg?branch=main) |
An Image Instance segmentation job using fridge items dataset |
jobs/automl-standalone-jobs/cli-automl-image-object-detection-task-fridge-items/cli-automl-image-object-detection-task-fridge-items.yml |
![jobs/automl-standalone-jobs/cli-automl-image-object-detection-task-fridge-items/cli-automl-image-object-detection-task-fridge-items](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-image-object-detection-task-fridge-items-cli-automl-image-object-detection-task-fridge-items/badge.svg?branch=main) |
An Image Object Detection job using fridge items dataset |
jobs/automl-standalone-jobs/cli-automl-regression-task-hardware-perf/cli-automl-regression-task-hardware-perf.yml |
![jobs/automl-standalone-jobs/cli-automl-regression-task-hardware-perf/cli-automl-regression-task-hardware-perf](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-regression-task-hardware-perf-cli-automl-regression-task-hardware-perf/badge.svg?branch=main) |
A regression job using hardware performance dataset |
jobs/automl-standalone-jobs/cli-automl-text-classification-multilabel-paper-cat/cli-automl-text-classification-multilabel-paper-cat.yml |
![jobs/automl-standalone-jobs/cli-automl-text-classification-multilabel-paper-cat/cli-automl-text-classification-multilabel-paper-cat](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-text-classification-multilabel-paper-cat-cli-automl-text-classification-multilabel-paper-cat/badge.svg?branch=main) |
A text classification multilabel job using paper categorization data |
jobs/automl-standalone-jobs/cli-automl-text-classification-newsgroup/cli-automl-text-classification-newsgroup.yml |
![jobs/automl-standalone-jobs/cli-automl-text-classification-newsgroup/cli-automl-text-classification-newsgroup](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-text-classification-newsgroup-cli-automl-text-classification-newsgroup/badge.svg?branch=main) |
A text classification job using newsgroup dataset |
jobs/automl-standalone-jobs/cli-automl-text-ner-conll-distributed-sweeping/cli-automl-text-ner-conll2003-distributed-sweeping.yml |
![jobs/automl-standalone-jobs/cli-automl-text-ner-conll-distributed-sweeping/cli-automl-text-ner-conll2003-distributed-sweeping](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-text-ner-conll-distributed-sweeping-cli-automl-text-ner-conll2003-distributed-sweeping/badge.svg?branch=main) |
A text named entity recognition job using CoNLL 2003 data |
jobs/automl-standalone-jobs/cli-automl-text-ner-conll/cli-automl-text-ner-conll2003.yml |
![jobs/automl-standalone-jobs/cli-automl-text-ner-conll/cli-automl-text-ner-conll2003](https://github.com/Azure/azureml-examples/workflows/cli-jobs-automl-standalone-jobs-cli-automl-text-ner-conll-cli-automl-text-ner-conll2003/badge.svg?branch=main) |
A text named entity recognition job using CoNLL 2003 data |