eks-kubeflow-workshop
Kubeflow workshop on EKS. Mainly focus on AWS integration examples. Please go check kubeflow website http://kubeflow.org for other examples
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최종 버전 다운로드 (.zip)- bug_report.md
- feature_request.md
- cluster.md
- kubeflow.md
- lab.md
- notebook-server.md
- post-install.md
- sagemaker-kf-notebook-efs-share-setup.md
- troubleshoot.md
- uninstall.md
- 01_01_Notebook_Development.ipynb
- 01_02_Notebook_Development_Fairing.ipynb
- 01_03_Notebook_Development_Pipeline.ipynb
- README.md
- workspace_volume.png
- data_description.txt
- sample_submission.csv
- test.csv
- train.csv
- fairing-job.jpg
- Dockerfile.model
- model.py
- notebook_setup.py
- requirements.txt
- tfjob_spec_provider.py
- 02_01_fairing_introduction.ipynb
- 02_02_fairing_job_backend.ipynb
- 02_03_fairing_distributed_training.ipynb
- 02_04_fairing_kaniko_cloud_builder.ipynb
- 02_05_fairing_resource.ipynb
- 02_06_fairing_e2e.ipynb
- distributed_training.py
- README.md
- requirements.txt
- train.ipynb
- train.py
- distributed-mpi-job.yaml
- distributed-mxnet-job.yaml
- distributed-pytorch-job.yaml
- distributed-tensorflow-job.yaml
- allreduce-scale.png
- allreducering.png
- data_parallelism.png
- model_parallelism.jpg
- 03_01_Distributed_Training_ParameterServer.ipynb
- 03_02_Distributed_Training_MPI_Horovod.ipynb
- distributed_training.md
- 04_01_TensorFlow_Data_Validation.ipynb
- 04_02_TensorFlow_Transform.ipynb
- 04_03_TensorFlow_Advanced_Transform.ipynb
- 04_04_TensorFlow_Model_Analysis.ipynb
- 04_05_TensorFlow_Serving.ipynb
- download_pipeline.jpg
- sm-endpoint.jpg
- component.yaml
- Dockerfile
- converter.py
- katib_launch_args.py
- resource_provider.py
- tfjoblaunch_args_provider.py
- Dockerfile
- model.py
- titanic-survivors-prediction_2.11-1.0.jar
- train.csv
- 05_01_Pipeline_SDK.ipynb
- 05_02_Pipeline_lightweight.ipynb
- 05_03_Pipeline_mnist.ipynb
- 05_04_Pipeline_SageMaker.ipynb
- 05_05_Pipeline_EMR.ipynb
- mnist-classification-pipeline.tar.gz
- 06_01_Seldon_Core_Serving.ipynb
- 06_02_Kfserving.ipynb
- kfserving-flowers-canary.yaml
- kfserving-flowers-input.json
- kfserving-flowers.yaml
- README.md
- seldon.yaml
- seldon_canary.yaml
- seldon_gateway.yaml
- artifact_store.jpg
- artifacts_mnist.jpg
- Dockerfile
- mlflow-web-ui.png
- mlflow.yaml
- mnist_mlflow_tracking.py
- README.md
- run.sh
- 07_01_Metadata.ipynb
- 07_02_MLFlow.ipynb
- katib-experiment-result.png
- katib-experiment-selection.png
- 08_01_Hyper_Parameter_Tuning.ipynb
- 08_02_Neural_Architecture_Search.ipynb
- 08_03_Kubeflow_Jobs.ipynb
- bayesopt-example.yaml
- grid-example.yaml
- hyperband-example.yaml
- nasjob-example-RL.yaml
- pytorchjob-example.yaml
- random-search-example.yaml
- README.md
- tfjob-example.yaml
- metricsvis.png
- tbartifact.png
- component.yaml
- Dockerfile
- model.py
- Dockerfile
- model.py
- 09_01_Iris_Pipeline_Monitoring.ipynb
- 09_02_Iris_Pipeline_Metrics.ipynb
- README.md
- README.md
- 01_notebook_test.py
- README.md
- .gitignore
- CODE_OF_CONDUCT.md
- CONTRIBUTING.md
- LICENSE
- NOTICE
- OWNERS
- prow_config.yaml
- README.md
// repository documentation
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