├── .DS_Store ├── .gitignore ├── CODEOWNERS ├── LICENSE ├── README.md ├── SC2_Kubecon ├── .DS_Store ├── 1_basicSC2python.py ├── 2_combat.py ├── 3_generatingTactics.py ├── 4_generatingData.py ├── 5_botVsBot.py ├── 6_training.py ├── MLFlow.ipynb ├── README.md ├── img │ ├── 1.png │ ├── 2.png │ ├── 3.png │ ├── 4.png │ ├── 5.png │ └── 6.png └── requirements.txt ├── aks-spot-instances ├── 01-base-workload.ipynb ├── 02-spot-workload.ipynb └── 03-spot-retries-workload.ipynb ├── bitcoin_price ├── BTC-USD.csv └── bitcoin-price-prediction-using-lstm.ipynb ├── cell-towers-US ├── Dockerfile ├── README.md ├── cellTowersUS.ipynb ├── celltowers.csv ├── fultoncountyGA.jpg ├── pipeline-cellTowersUS.ipynb ├── requirements.txt └── us2021census.csv ├── credit-risk ├── .DS_Store ├── .gitignore ├── 01-prep-datalake.sh ├── README.md └── notebooks │ ├── credit-risk-all-sources.ipynb │ ├── credit-risk-wf.png │ └── iris-model-and-explainer.ipynb ├── custom-component ├── Dockerfile ├── README.md ├── component.ipynb ├── component.yaml ├── main.py ├── requirements.txt └── sample.csv ├── data-drift ├── .gitignore ├── README.md ├── bundle.yaml ├── data-drift-training.ipynb ├── deploy-model.yaml ├── e2e-pipeline-drift.ipynb ├── online-data-drift.yaml └── online-data-drift │ ├── Dockerfile │ ├── build_image.sh │ ├── main.py │ └── requirements.txt ├── ds-productivity ├── automl-iris.ipynb ├── automl-titanic.ipynb ├── bucket.ipynb ├── eda-iris.ipynb └── eda-titanic.ipynb ├── e2e-wine-kfp-mlflow ├── .DS_Store ├── .gitignore ├── README.md ├── admin-integrations.sh ├── components │ ├── deploy │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── build_image.sh │ │ ├── component.yaml │ │ ├── requirements.txt │ │ ├── src │ │ │ └── deploy.py │ │ └── templates │ │ │ └── deploy-manifest.j2 │ ├── preprocess.py │ └── train.py ├── e2e-kfp-mlflow-seldon-pipeline.ipynb ├── e2e-kfp-mlflow2-seldon-pipeline.ipynb ├── expose.sh ├── generated │ └── .gitkeep ├── pipeline.py ├── proxy-e2e-kfp-mlflow-seldon-pipeline.ipynb ├── raw-wine-experiment.ipynb ├── requirements.txt ├── sample-prediction.sh ├── seldon-deploy-image │ └── Dockerfile └── winequality-red.csv ├── eks-cluster-setup ├── README.md └── cluster.yaml ├── eks-spot-instance ├── 01-base-workload.ipynb ├── 02-spot-workload.ipynb ├── 03-spot-retries-workload.ipynb └── README.md ├── h2o-twitter ├── README.md ├── h2o-titanic.ipynb └── h2o-twitter.ipynb ├── katib ├── grid-example.yaml └── kfp-e2e-mnist-katib.ipynb ├── kf-ck8s-aws └── deploy-kf-on-ck8s-aws.ipynb ├── knative-example ├── README.md ├── bundle.yaml ├── cloudevents-player.yaml ├── crd-eventing.yaml ├── crd-serving.yaml ├── hello.yaml ├── istio-config.yaml ├── python-app │ ├── Dockerfile │ ├── build_image.sh │ ├── deploy-knative.yaml │ ├── main.py │ └── requirements.txt ├── seldon-example.yaml └── simple-call.sh ├── kserve ├── iris-inference-call.sh ├── iris-sklearn.yaml ├── kserve-install.sh ├── kserve.yaml ├── mnist.json ├── torchserve-inference-call.sh └── torchserve-model.yaml ├── kubecon-eu-2022 ├── .DS_Store ├── .gitignore ├── README.md ├── datacenter │ ├── bundle.yaml │ ├── minio-jupyter-config.yaml │ └── mlflow-jupyter-config.yaml └── edge │ ├── bundle.yaml │ ├── data-drift.yaml │ ├── prediction.sh │ ├── wine-deployment-with-drift.yaml │ └── wine-deployment.yaml ├── kubeflow-cos-integration ├── .DS_Store ├── README.md ├── graphics │ ├── Alerts.png │ ├── Argo.png │ ├── Jupyter.png │ ├── Seldon.png │ └── Targets.png ├── kubeflow-cos-integration.ipynb ├── resources │ ├── README.md │ ├── argo-controller-dashboard.json │ ├── jupyter-controller-dashboard.json │ ├── seldon-core-dashboard.json │ ├── setup-test.sh │ ├── test-grafana-dashboards.sh │ └── test-instructions.sh ├── tests │ ├── conftest.py │ └── test_kf_cos_doc.py └── tox.ini ├── mindsporeDemo ├── mindspore.ipynb ├── pipeline.ipynb └── readme.md ├── ml-ops-training ├── house-price-prediction.ipynb ├── house-prices-eda.ipynb └── titanic-competition.ipynb ├── ml-workflow-demo-kfp-katib-mlflow ├── .DS_Store ├── README.md ├── graphics │ ├── ML-Workflow-Demo-Diagram.drawio │ ├── ML-Workflow-Demo-Diagram.png │ ├── ML-Workflow-Experiment.png │ ├── ML-Workflow-MLFLowRegistry.png │ ├── ML-Workflow-MinioS3Bucket-diag.png │ ├── ML-Workflow-NewJupyterNotebook-diag.png │ ├── ML-Workflow-NewNotebook-diag.png │ ├── ML-Workflow-NewPythonNotebook-diag.png │ ├── ML-Workflow-NotebookCreate-diag.png │ ├── ML-Workflow-Pipeline.png │ └── ML-Workflow-RunDetails.png ├── ml-workflow-demo-kfp-katib-mlflow.ipynb └── resources │ ├── Dockerfile │ ├── README.md │ ├── ml-workflow-demo-tf-train-model.py │ └── requirements.txt ├── mlflow-v2-examples ├── kserve-example.ipynb ├── notebook-example.ipynb └── pipeline-example.ipynb ├── multi-cloud-mlops ├── README.md ├── inference-bundle.yaml └── tflite-models │ ├── Automatic Number Plate Detection.ipynb │ ├── requirements.txt │ ├── tflite.ipynb │ └── train.py ├── notebook-integrations ├── kfp-integration.ipynb ├── minio-integration.ipynb ├── mlflow-integration.ipynb ├── sample.csv ├── sample.txt └── spark │ ├── README.md │ ├── jupyter-spark-service.yaml │ ├── sample.csv │ ├── spark-test.ipynb │ └── spark-user.yaml ├── oidc-authentication ├── README.md ├── install.sh └── oidc-connector.json ├── oil-gas └── Reservoire visualization.ipynb ├── ros_snap_object_detection ├── .DS_Store ├── CMakeLists.txt ├── README.md ├── launch │ └── demo.launch ├── package.xml ├── setup.py ├── snap │ └── snapcraft.yaml └── src │ └── ai_kubeflow_demo │ ├── __init__.py │ └── ai_kubeflow_demo.py ├── seldon-edge ├── README.md └── bundle.yaml ├── seldon-mlflow-minio ├── iris-model.yaml ├── iris-prediction.sh ├── iris-pytorch-model.ipynb ├── minio-secret.yaml ├── wine-sklearn-deployment.yaml ├── wine-sklearn-model.ipynb └── wine-sklearn-prediction.sh ├── spark-on-k8s ├── README.md ├── examples │ └── spark-pi.yaml └── install.sh ├── spark ├── README.md └── setup.sh ├── talking-jellyfish ├── .DS_Store ├── .gitignore ├── README.md ├── app-diagram.drawio ├── app-diagram.drawio.png ├── app │ ├── azure_speech.py │ ├── chatbot.py │ ├── config.py │ ├── requirements.txt │ └── vision.py ├── bundle.yaml ├── cc-vgpu-demoset1-setup.md ├── experiments │ ├── asr.py │ ├── chatbot.py │ ├── human-recognition.py │ ├── speech-to-text.py │ ├── text-to-speech.py │ └── video-processing.py ├── models │ ├── chatbot │ │ ├── Chatbot.py │ │ ├── Dockerfile │ │ ├── README.md │ │ ├── clean-and-build.sh │ │ ├── deploy-pipeline.ipynb │ │ ├── requirements.txt │ │ └── sample-request.py │ └── object-detection │ │ ├── Dockerfile │ │ ├── ObjectDetection.py │ │ ├── README.md │ │ ├── clean-and-build.sh │ │ ├── deploy-pipeline.ipynb │ │ ├── requirements.txt │ │ └── sample-request.py └── setup.sh ├── virtual-envs ├── simple-nb.ipynb ├── simple.py └── vrequirements.txt └── wine-with-data-drift ├── .DS_Store ├── .gitignore ├── README.md ├── datacenter ├── bundle.yaml ├── minio-jupyter-config.yaml └── mlflow-jupyter-config.yaml └── edge ├── bundle.yaml ├── data-drift.yaml ├── prediction.sh ├── wine-deployment-with-drift.yaml └── wine-deployment.yaml /.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/.DS_Store -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/.gitignore -------------------------------------------------------------------------------- /CODEOWNERS: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/CODEOWNERS -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/README.md -------------------------------------------------------------------------------- /SC2_Kubecon/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/.DS_Store -------------------------------------------------------------------------------- /SC2_Kubecon/1_basicSC2python.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/1_basicSC2python.py -------------------------------------------------------------------------------- /SC2_Kubecon/2_combat.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/2_combat.py -------------------------------------------------------------------------------- /SC2_Kubecon/3_generatingTactics.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/3_generatingTactics.py -------------------------------------------------------------------------------- /SC2_Kubecon/4_generatingData.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/4_generatingData.py -------------------------------------------------------------------------------- /SC2_Kubecon/5_botVsBot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/5_botVsBot.py -------------------------------------------------------------------------------- /SC2_Kubecon/6_training.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/6_training.py -------------------------------------------------------------------------------- /SC2_Kubecon/MLFlow.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/MLFlow.ipynb -------------------------------------------------------------------------------- /SC2_Kubecon/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/README.md -------------------------------------------------------------------------------- /SC2_Kubecon/img/1.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/img/1.png -------------------------------------------------------------------------------- /SC2_Kubecon/img/2.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/img/2.png -------------------------------------------------------------------------------- /SC2_Kubecon/img/3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/img/3.png -------------------------------------------------------------------------------- /SC2_Kubecon/img/4.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/img/4.png -------------------------------------------------------------------------------- /SC2_Kubecon/img/5.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/img/5.png -------------------------------------------------------------------------------- /SC2_Kubecon/img/6.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/img/6.png -------------------------------------------------------------------------------- /SC2_Kubecon/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/SC2_Kubecon/requirements.txt -------------------------------------------------------------------------------- /aks-spot-instances/01-base-workload.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/aks-spot-instances/01-base-workload.ipynb -------------------------------------------------------------------------------- /aks-spot-instances/02-spot-workload.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/aks-spot-instances/02-spot-workload.ipynb -------------------------------------------------------------------------------- /aks-spot-instances/03-spot-retries-workload.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/aks-spot-instances/03-spot-retries-workload.ipynb -------------------------------------------------------------------------------- /bitcoin_price/BTC-USD.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/bitcoin_price/BTC-USD.csv -------------------------------------------------------------------------------- /bitcoin_price/bitcoin-price-prediction-using-lstm.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/bitcoin_price/bitcoin-price-prediction-using-lstm.ipynb -------------------------------------------------------------------------------- /cell-towers-US/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/cell-towers-US/Dockerfile -------------------------------------------------------------------------------- /cell-towers-US/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/cell-towers-US/README.md -------------------------------------------------------------------------------- /cell-towers-US/cellTowersUS.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/cell-towers-US/cellTowersUS.ipynb -------------------------------------------------------------------------------- /cell-towers-US/celltowers.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/cell-towers-US/celltowers.csv -------------------------------------------------------------------------------- /cell-towers-US/fultoncountyGA.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/cell-towers-US/fultoncountyGA.jpg -------------------------------------------------------------------------------- /cell-towers-US/pipeline-cellTowersUS.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/cell-towers-US/pipeline-cellTowersUS.ipynb -------------------------------------------------------------------------------- /cell-towers-US/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/cell-towers-US/requirements.txt -------------------------------------------------------------------------------- /cell-towers-US/us2021census.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/cell-towers-US/us2021census.csv -------------------------------------------------------------------------------- /credit-risk/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/credit-risk/.DS_Store -------------------------------------------------------------------------------- /credit-risk/.gitignore: -------------------------------------------------------------------------------- 1 | 2 | data/ 3 | -------------------------------------------------------------------------------- /credit-risk/01-prep-datalake.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/credit-risk/01-prep-datalake.sh -------------------------------------------------------------------------------- /credit-risk/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/credit-risk/README.md -------------------------------------------------------------------------------- /credit-risk/notebooks/credit-risk-all-sources.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/credit-risk/notebooks/credit-risk-all-sources.ipynb -------------------------------------------------------------------------------- /credit-risk/notebooks/credit-risk-wf.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/credit-risk/notebooks/credit-risk-wf.png -------------------------------------------------------------------------------- /credit-risk/notebooks/iris-model-and-explainer.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/credit-risk/notebooks/iris-model-and-explainer.ipynb -------------------------------------------------------------------------------- /custom-component/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/custom-component/Dockerfile -------------------------------------------------------------------------------- /custom-component/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/custom-component/README.md -------------------------------------------------------------------------------- /custom-component/component.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/custom-component/component.ipynb -------------------------------------------------------------------------------- /custom-component/component.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/custom-component/component.yaml -------------------------------------------------------------------------------- /custom-component/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/custom-component/main.py -------------------------------------------------------------------------------- /custom-component/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/custom-component/requirements.txt -------------------------------------------------------------------------------- /custom-component/sample.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/custom-component/sample.csv -------------------------------------------------------------------------------- /data-drift/.gitignore: -------------------------------------------------------------------------------- 1 | online-data-drift/model -------------------------------------------------------------------------------- /data-drift/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/data-drift/README.md -------------------------------------------------------------------------------- /data-drift/bundle.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/data-drift/bundle.yaml -------------------------------------------------------------------------------- /data-drift/data-drift-training.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/data-drift/data-drift-training.ipynb -------------------------------------------------------------------------------- /data-drift/deploy-model.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/data-drift/deploy-model.yaml -------------------------------------------------------------------------------- /data-drift/e2e-pipeline-drift.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/data-drift/e2e-pipeline-drift.ipynb -------------------------------------------------------------------------------- /data-drift/online-data-drift.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/data-drift/online-data-drift.yaml -------------------------------------------------------------------------------- /data-drift/online-data-drift/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/data-drift/online-data-drift/Dockerfile -------------------------------------------------------------------------------- /data-drift/online-data-drift/build_image.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/data-drift/online-data-drift/build_image.sh -------------------------------------------------------------------------------- /data-drift/online-data-drift/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/data-drift/online-data-drift/main.py -------------------------------------------------------------------------------- /data-drift/online-data-drift/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/data-drift/online-data-drift/requirements.txt -------------------------------------------------------------------------------- /ds-productivity/automl-iris.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ds-productivity/automl-iris.ipynb -------------------------------------------------------------------------------- /ds-productivity/automl-titanic.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ds-productivity/automl-titanic.ipynb -------------------------------------------------------------------------------- /ds-productivity/bucket.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ds-productivity/bucket.ipynb -------------------------------------------------------------------------------- /ds-productivity/eda-iris.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ds-productivity/eda-iris.ipynb -------------------------------------------------------------------------------- /ds-productivity/eda-titanic.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ds-productivity/eda-titanic.ipynb -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/.DS_Store -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/.gitignore: -------------------------------------------------------------------------------- 1 | generated/*.yaml 2 | -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/README.md -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/admin-integrations.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/admin-integrations.sh -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/components/deploy/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/components/deploy/Dockerfile -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/components/deploy/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/components/deploy/README.md -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/components/deploy/build_image.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/components/deploy/build_image.sh -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/components/deploy/component.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/components/deploy/component.yaml -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/components/deploy/requirements.txt: -------------------------------------------------------------------------------- 1 | jinja2 -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/components/deploy/src/deploy.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/components/deploy/src/deploy.py -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/components/deploy/templates/deploy-manifest.j2: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/components/deploy/templates/deploy-manifest.j2 -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/components/preprocess.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/components/preprocess.py -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/components/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/components/train.py -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/e2e-kfp-mlflow-seldon-pipeline.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/e2e-kfp-mlflow-seldon-pipeline.ipynb -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/e2e-kfp-mlflow2-seldon-pipeline.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/e2e-kfp-mlflow2-seldon-pipeline.ipynb -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/expose.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/expose.sh -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/generated/.gitkeep: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/pipeline.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/pipeline.py -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/proxy-e2e-kfp-mlflow-seldon-pipeline.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/proxy-e2e-kfp-mlflow-seldon-pipeline.ipynb -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/raw-wine-experiment.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/raw-wine-experiment.ipynb -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/requirements.txt -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/sample-prediction.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/sample-prediction.sh -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/seldon-deploy-image/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/seldon-deploy-image/Dockerfile -------------------------------------------------------------------------------- /e2e-wine-kfp-mlflow/winequality-red.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/e2e-wine-kfp-mlflow/winequality-red.csv -------------------------------------------------------------------------------- /eks-cluster-setup/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/eks-cluster-setup/README.md -------------------------------------------------------------------------------- /eks-cluster-setup/cluster.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/eks-cluster-setup/cluster.yaml -------------------------------------------------------------------------------- /eks-spot-instance/01-base-workload.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/eks-spot-instance/01-base-workload.ipynb -------------------------------------------------------------------------------- /eks-spot-instance/02-spot-workload.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/eks-spot-instance/02-spot-workload.ipynb -------------------------------------------------------------------------------- /eks-spot-instance/03-spot-retries-workload.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/eks-spot-instance/03-spot-retries-workload.ipynb -------------------------------------------------------------------------------- /eks-spot-instance/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/eks-spot-instance/README.md -------------------------------------------------------------------------------- /h2o-twitter/README.md: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /h2o-twitter/h2o-titanic.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/h2o-twitter/h2o-titanic.ipynb -------------------------------------------------------------------------------- /h2o-twitter/h2o-twitter.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/h2o-twitter/h2o-twitter.ipynb -------------------------------------------------------------------------------- /katib/grid-example.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/katib/grid-example.yaml -------------------------------------------------------------------------------- /katib/kfp-e2e-mnist-katib.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/katib/kfp-e2e-mnist-katib.ipynb -------------------------------------------------------------------------------- /kf-ck8s-aws/deploy-kf-on-ck8s-aws.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kf-ck8s-aws/deploy-kf-on-ck8s-aws.ipynb -------------------------------------------------------------------------------- /knative-example/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/knative-example/README.md -------------------------------------------------------------------------------- /knative-example/bundle.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/knative-example/bundle.yaml -------------------------------------------------------------------------------- /knative-example/cloudevents-player.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/knative-example/cloudevents-player.yaml -------------------------------------------------------------------------------- /knative-example/crd-eventing.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/knative-example/crd-eventing.yaml -------------------------------------------------------------------------------- /knative-example/crd-serving.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/knative-example/crd-serving.yaml -------------------------------------------------------------------------------- /knative-example/hello.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/knative-example/hello.yaml -------------------------------------------------------------------------------- /knative-example/istio-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/knative-example/istio-config.yaml -------------------------------------------------------------------------------- /knative-example/python-app/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/knative-example/python-app/Dockerfile -------------------------------------------------------------------------------- /knative-example/python-app/build_image.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/knative-example/python-app/build_image.sh -------------------------------------------------------------------------------- /knative-example/python-app/deploy-knative.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/knative-example/python-app/deploy-knative.yaml -------------------------------------------------------------------------------- /knative-example/python-app/main.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/knative-example/python-app/main.py -------------------------------------------------------------------------------- /knative-example/python-app/requirements.txt: -------------------------------------------------------------------------------- 1 | Flask==2.0.3 -------------------------------------------------------------------------------- /knative-example/seldon-example.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/knative-example/seldon-example.yaml -------------------------------------------------------------------------------- /knative-example/simple-call.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/knative-example/simple-call.sh -------------------------------------------------------------------------------- /kserve/iris-inference-call.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kserve/iris-inference-call.sh -------------------------------------------------------------------------------- /kserve/iris-sklearn.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kserve/iris-sklearn.yaml -------------------------------------------------------------------------------- /kserve/kserve-install.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kserve/kserve-install.sh -------------------------------------------------------------------------------- /kserve/kserve.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kserve/kserve.yaml -------------------------------------------------------------------------------- /kserve/mnist.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kserve/mnist.json -------------------------------------------------------------------------------- /kserve/torchserve-inference-call.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kserve/torchserve-inference-call.sh -------------------------------------------------------------------------------- /kserve/torchserve-model.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kserve/torchserve-model.yaml -------------------------------------------------------------------------------- /kubecon-eu-2022/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubecon-eu-2022/.DS_Store -------------------------------------------------------------------------------- /kubecon-eu-2022/.gitignore: -------------------------------------------------------------------------------- 1 | 2 | secret 3 | -------------------------------------------------------------------------------- /kubecon-eu-2022/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubecon-eu-2022/README.md -------------------------------------------------------------------------------- /kubecon-eu-2022/datacenter/bundle.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubecon-eu-2022/datacenter/bundle.yaml -------------------------------------------------------------------------------- /kubecon-eu-2022/datacenter/minio-jupyter-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubecon-eu-2022/datacenter/minio-jupyter-config.yaml -------------------------------------------------------------------------------- /kubecon-eu-2022/datacenter/mlflow-jupyter-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubecon-eu-2022/datacenter/mlflow-jupyter-config.yaml -------------------------------------------------------------------------------- /kubecon-eu-2022/edge/bundle.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubecon-eu-2022/edge/bundle.yaml -------------------------------------------------------------------------------- /kubecon-eu-2022/edge/data-drift.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubecon-eu-2022/edge/data-drift.yaml -------------------------------------------------------------------------------- /kubecon-eu-2022/edge/prediction.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubecon-eu-2022/edge/prediction.sh -------------------------------------------------------------------------------- /kubecon-eu-2022/edge/wine-deployment-with-drift.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubecon-eu-2022/edge/wine-deployment-with-drift.yaml -------------------------------------------------------------------------------- /kubecon-eu-2022/edge/wine-deployment.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubecon-eu-2022/edge/wine-deployment.yaml -------------------------------------------------------------------------------- /kubeflow-cos-integration/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/.DS_Store -------------------------------------------------------------------------------- /kubeflow-cos-integration/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/README.md -------------------------------------------------------------------------------- /kubeflow-cos-integration/graphics/Alerts.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/graphics/Alerts.png -------------------------------------------------------------------------------- /kubeflow-cos-integration/graphics/Argo.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/graphics/Argo.png -------------------------------------------------------------------------------- /kubeflow-cos-integration/graphics/Jupyter.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/graphics/Jupyter.png -------------------------------------------------------------------------------- /kubeflow-cos-integration/graphics/Seldon.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/graphics/Seldon.png -------------------------------------------------------------------------------- /kubeflow-cos-integration/graphics/Targets.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/graphics/Targets.png -------------------------------------------------------------------------------- /kubeflow-cos-integration/kubeflow-cos-integration.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/kubeflow-cos-integration.ipynb -------------------------------------------------------------------------------- /kubeflow-cos-integration/resources/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/resources/README.md -------------------------------------------------------------------------------- /kubeflow-cos-integration/resources/argo-controller-dashboard.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/resources/argo-controller-dashboard.json -------------------------------------------------------------------------------- /kubeflow-cos-integration/resources/jupyter-controller-dashboard.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/resources/jupyter-controller-dashboard.json -------------------------------------------------------------------------------- /kubeflow-cos-integration/resources/seldon-core-dashboard.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/resources/seldon-core-dashboard.json -------------------------------------------------------------------------------- /kubeflow-cos-integration/resources/setup-test.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/resources/setup-test.sh -------------------------------------------------------------------------------- /kubeflow-cos-integration/resources/test-grafana-dashboards.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/resources/test-grafana-dashboards.sh -------------------------------------------------------------------------------- /kubeflow-cos-integration/resources/test-instructions.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/resources/test-instructions.sh -------------------------------------------------------------------------------- /kubeflow-cos-integration/tests/conftest.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/tests/conftest.py -------------------------------------------------------------------------------- /kubeflow-cos-integration/tests/test_kf_cos_doc.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/tests/test_kf_cos_doc.py -------------------------------------------------------------------------------- /kubeflow-cos-integration/tox.ini: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/kubeflow-cos-integration/tox.ini -------------------------------------------------------------------------------- /mindsporeDemo/mindspore.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/mindsporeDemo/mindspore.ipynb -------------------------------------------------------------------------------- /mindsporeDemo/pipeline.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/mindsporeDemo/pipeline.ipynb -------------------------------------------------------------------------------- /mindsporeDemo/readme.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/mindsporeDemo/readme.md -------------------------------------------------------------------------------- /ml-ops-training/house-price-prediction.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-ops-training/house-price-prediction.ipynb -------------------------------------------------------------------------------- /ml-ops-training/house-prices-eda.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-ops-training/house-prices-eda.ipynb -------------------------------------------------------------------------------- /ml-ops-training/titanic-competition.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-ops-training/titanic-competition.ipynb -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/.DS_Store -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/README.md -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-Demo-Diagram.drawio: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-Demo-Diagram.drawio -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-Demo-Diagram.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-Demo-Diagram.png -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-Experiment.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-Experiment.png -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-MLFLowRegistry.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-MLFLowRegistry.png -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-MinioS3Bucket-diag.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-MinioS3Bucket-diag.png -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-NewJupyterNotebook-diag.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-NewJupyterNotebook-diag.png -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-NewNotebook-diag.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-NewNotebook-diag.png -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-NewPythonNotebook-diag.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-NewPythonNotebook-diag.png -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-NotebookCreate-diag.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-NotebookCreate-diag.png -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-Pipeline.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-Pipeline.png -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-RunDetails.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/graphics/ML-Workflow-RunDetails.png -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/ml-workflow-demo-kfp-katib-mlflow.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/ml-workflow-demo-kfp-katib-mlflow.ipynb -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/resources/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/resources/Dockerfile -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/resources/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/resources/README.md -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/resources/ml-workflow-demo-tf-train-model.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ml-workflow-demo-kfp-katib-mlflow/resources/ml-workflow-demo-tf-train-model.py -------------------------------------------------------------------------------- /ml-workflow-demo-kfp-katib-mlflow/resources/requirements.txt: -------------------------------------------------------------------------------- 1 | awscli 2 | boto3 3 | mlflow 4 | 5 | -------------------------------------------------------------------------------- /mlflow-v2-examples/kserve-example.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/mlflow-v2-examples/kserve-example.ipynb -------------------------------------------------------------------------------- /mlflow-v2-examples/notebook-example.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/mlflow-v2-examples/notebook-example.ipynb -------------------------------------------------------------------------------- /mlflow-v2-examples/pipeline-example.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/mlflow-v2-examples/pipeline-example.ipynb -------------------------------------------------------------------------------- /multi-cloud-mlops/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/multi-cloud-mlops/README.md -------------------------------------------------------------------------------- /multi-cloud-mlops/inference-bundle.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/multi-cloud-mlops/inference-bundle.yaml -------------------------------------------------------------------------------- /multi-cloud-mlops/tflite-models/Automatic Number Plate Detection.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/multi-cloud-mlops/tflite-models/Automatic Number Plate Detection.ipynb -------------------------------------------------------------------------------- /multi-cloud-mlops/tflite-models/requirements.txt: -------------------------------------------------------------------------------- 1 | numpy~=1.22.3 2 | tensorflow~=2.9.1 -------------------------------------------------------------------------------- /multi-cloud-mlops/tflite-models/tflite.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/multi-cloud-mlops/tflite-models/tflite.ipynb -------------------------------------------------------------------------------- /multi-cloud-mlops/tflite-models/train.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/multi-cloud-mlops/tflite-models/train.py -------------------------------------------------------------------------------- /notebook-integrations/kfp-integration.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/notebook-integrations/kfp-integration.ipynb -------------------------------------------------------------------------------- /notebook-integrations/minio-integration.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/notebook-integrations/minio-integration.ipynb -------------------------------------------------------------------------------- /notebook-integrations/mlflow-integration.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/notebook-integrations/mlflow-integration.ipynb -------------------------------------------------------------------------------- /notebook-integrations/sample.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/notebook-integrations/sample.csv -------------------------------------------------------------------------------- /notebook-integrations/sample.txt: -------------------------------------------------------------------------------- 1 | Hello in the World of MLOps! -------------------------------------------------------------------------------- /notebook-integrations/spark/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/notebook-integrations/spark/README.md -------------------------------------------------------------------------------- /notebook-integrations/spark/jupyter-spark-service.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/notebook-integrations/spark/jupyter-spark-service.yaml -------------------------------------------------------------------------------- /notebook-integrations/spark/sample.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/notebook-integrations/spark/sample.csv -------------------------------------------------------------------------------- /notebook-integrations/spark/spark-test.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/notebook-integrations/spark/spark-test.ipynb -------------------------------------------------------------------------------- /notebook-integrations/spark/spark-user.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/notebook-integrations/spark/spark-user.yaml -------------------------------------------------------------------------------- /oidc-authentication/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/oidc-authentication/README.md -------------------------------------------------------------------------------- /oidc-authentication/install.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/oidc-authentication/install.sh -------------------------------------------------------------------------------- /oidc-authentication/oidc-connector.json: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/oidc-authentication/oidc-connector.json -------------------------------------------------------------------------------- /oil-gas/Reservoire visualization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/oil-gas/Reservoire visualization.ipynb -------------------------------------------------------------------------------- /ros_snap_object_detection/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ros_snap_object_detection/.DS_Store -------------------------------------------------------------------------------- /ros_snap_object_detection/CMakeLists.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ros_snap_object_detection/CMakeLists.txt -------------------------------------------------------------------------------- /ros_snap_object_detection/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ros_snap_object_detection/README.md -------------------------------------------------------------------------------- /ros_snap_object_detection/launch/demo.launch: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ros_snap_object_detection/launch/demo.launch -------------------------------------------------------------------------------- /ros_snap_object_detection/package.xml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ros_snap_object_detection/package.xml -------------------------------------------------------------------------------- /ros_snap_object_detection/setup.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ros_snap_object_detection/setup.py -------------------------------------------------------------------------------- /ros_snap_object_detection/snap/snapcraft.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ros_snap_object_detection/snap/snapcraft.yaml -------------------------------------------------------------------------------- /ros_snap_object_detection/src/ai_kubeflow_demo/__init__.py: -------------------------------------------------------------------------------- 1 | -------------------------------------------------------------------------------- /ros_snap_object_detection/src/ai_kubeflow_demo/ai_kubeflow_demo.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/ros_snap_object_detection/src/ai_kubeflow_demo/ai_kubeflow_demo.py -------------------------------------------------------------------------------- /seldon-edge/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/seldon-edge/README.md -------------------------------------------------------------------------------- /seldon-edge/bundle.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/seldon-edge/bundle.yaml -------------------------------------------------------------------------------- /seldon-mlflow-minio/iris-model.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/seldon-mlflow-minio/iris-model.yaml -------------------------------------------------------------------------------- /seldon-mlflow-minio/iris-prediction.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/seldon-mlflow-minio/iris-prediction.sh -------------------------------------------------------------------------------- /seldon-mlflow-minio/iris-pytorch-model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/seldon-mlflow-minio/iris-pytorch-model.ipynb -------------------------------------------------------------------------------- /seldon-mlflow-minio/minio-secret.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/seldon-mlflow-minio/minio-secret.yaml -------------------------------------------------------------------------------- /seldon-mlflow-minio/wine-sklearn-deployment.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/seldon-mlflow-minio/wine-sklearn-deployment.yaml -------------------------------------------------------------------------------- /seldon-mlflow-minio/wine-sklearn-model.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/seldon-mlflow-minio/wine-sklearn-model.ipynb -------------------------------------------------------------------------------- /seldon-mlflow-minio/wine-sklearn-prediction.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/seldon-mlflow-minio/wine-sklearn-prediction.sh -------------------------------------------------------------------------------- /spark-on-k8s/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/spark-on-k8s/README.md -------------------------------------------------------------------------------- /spark-on-k8s/examples/spark-pi.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/spark-on-k8s/examples/spark-pi.yaml -------------------------------------------------------------------------------- /spark-on-k8s/install.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/spark-on-k8s/install.sh -------------------------------------------------------------------------------- /spark/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/spark/README.md -------------------------------------------------------------------------------- /spark/setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/spark/setup.sh -------------------------------------------------------------------------------- /talking-jellyfish/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/.DS_Store -------------------------------------------------------------------------------- /talking-jellyfish/.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/.gitignore -------------------------------------------------------------------------------- /talking-jellyfish/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/README.md -------------------------------------------------------------------------------- /talking-jellyfish/app-diagram.drawio: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/app-diagram.drawio -------------------------------------------------------------------------------- /talking-jellyfish/app-diagram.drawio.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/app-diagram.drawio.png -------------------------------------------------------------------------------- /talking-jellyfish/app/azure_speech.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/app/azure_speech.py -------------------------------------------------------------------------------- /talking-jellyfish/app/chatbot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/app/chatbot.py -------------------------------------------------------------------------------- /talking-jellyfish/app/config.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/app/config.py -------------------------------------------------------------------------------- /talking-jellyfish/app/requirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/app/requirements.txt -------------------------------------------------------------------------------- /talking-jellyfish/app/vision.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/app/vision.py -------------------------------------------------------------------------------- /talking-jellyfish/bundle.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/bundle.yaml -------------------------------------------------------------------------------- /talking-jellyfish/cc-vgpu-demoset1-setup.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/cc-vgpu-demoset1-setup.md -------------------------------------------------------------------------------- /talking-jellyfish/experiments/asr.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/experiments/asr.py -------------------------------------------------------------------------------- /talking-jellyfish/experiments/chatbot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/experiments/chatbot.py -------------------------------------------------------------------------------- /talking-jellyfish/experiments/human-recognition.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/experiments/human-recognition.py -------------------------------------------------------------------------------- /talking-jellyfish/experiments/speech-to-text.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/experiments/speech-to-text.py -------------------------------------------------------------------------------- /talking-jellyfish/experiments/text-to-speech.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/experiments/text-to-speech.py -------------------------------------------------------------------------------- /talking-jellyfish/experiments/video-processing.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/experiments/video-processing.py -------------------------------------------------------------------------------- /talking-jellyfish/models/chatbot/Chatbot.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/models/chatbot/Chatbot.py -------------------------------------------------------------------------------- /talking-jellyfish/models/chatbot/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/models/chatbot/Dockerfile -------------------------------------------------------------------------------- /talking-jellyfish/models/chatbot/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/models/chatbot/README.md -------------------------------------------------------------------------------- /talking-jellyfish/models/chatbot/clean-and-build.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/models/chatbot/clean-and-build.sh -------------------------------------------------------------------------------- /talking-jellyfish/models/chatbot/deploy-pipeline.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/models/chatbot/deploy-pipeline.ipynb -------------------------------------------------------------------------------- /talking-jellyfish/models/chatbot/requirements.txt: -------------------------------------------------------------------------------- 1 | seldon-core 2 | transformers 3 | timm -------------------------------------------------------------------------------- /talking-jellyfish/models/chatbot/sample-request.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/models/chatbot/sample-request.py -------------------------------------------------------------------------------- /talking-jellyfish/models/object-detection/Dockerfile: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/models/object-detection/Dockerfile -------------------------------------------------------------------------------- /talking-jellyfish/models/object-detection/ObjectDetection.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/models/object-detection/ObjectDetection.py -------------------------------------------------------------------------------- /talking-jellyfish/models/object-detection/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/models/object-detection/README.md -------------------------------------------------------------------------------- /talking-jellyfish/models/object-detection/clean-and-build.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/models/object-detection/clean-and-build.sh -------------------------------------------------------------------------------- /talking-jellyfish/models/object-detection/deploy-pipeline.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/models/object-detection/deploy-pipeline.ipynb -------------------------------------------------------------------------------- /talking-jellyfish/models/object-detection/requirements.txt: -------------------------------------------------------------------------------- 1 | seldon-core 2 | transformers 3 | timm 4 | Pillow -------------------------------------------------------------------------------- /talking-jellyfish/models/object-detection/sample-request.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/models/object-detection/sample-request.py -------------------------------------------------------------------------------- /talking-jellyfish/setup.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/talking-jellyfish/setup.sh -------------------------------------------------------------------------------- /virtual-envs/simple-nb.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/virtual-envs/simple-nb.ipynb -------------------------------------------------------------------------------- /virtual-envs/simple.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/virtual-envs/simple.py -------------------------------------------------------------------------------- /virtual-envs/vrequirements.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/virtual-envs/vrequirements.txt -------------------------------------------------------------------------------- /wine-with-data-drift/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/wine-with-data-drift/.DS_Store -------------------------------------------------------------------------------- /wine-with-data-drift/.gitignore: -------------------------------------------------------------------------------- 1 | 2 | secret 3 | -------------------------------------------------------------------------------- /wine-with-data-drift/README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/wine-with-data-drift/README.md -------------------------------------------------------------------------------- /wine-with-data-drift/datacenter/bundle.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/wine-with-data-drift/datacenter/bundle.yaml -------------------------------------------------------------------------------- /wine-with-data-drift/datacenter/minio-jupyter-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/wine-with-data-drift/datacenter/minio-jupyter-config.yaml -------------------------------------------------------------------------------- /wine-with-data-drift/datacenter/mlflow-jupyter-config.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/wine-with-data-drift/datacenter/mlflow-jupyter-config.yaml -------------------------------------------------------------------------------- /wine-with-data-drift/edge/bundle.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/wine-with-data-drift/edge/bundle.yaml -------------------------------------------------------------------------------- /wine-with-data-drift/edge/data-drift.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/wine-with-data-drift/edge/data-drift.yaml -------------------------------------------------------------------------------- /wine-with-data-drift/edge/prediction.sh: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/wine-with-data-drift/edge/prediction.sh -------------------------------------------------------------------------------- /wine-with-data-drift/edge/wine-deployment-with-drift.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/wine-with-data-drift/edge/wine-deployment-with-drift.yaml -------------------------------------------------------------------------------- /wine-with-data-drift/edge/wine-deployment.yaml: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/canonical/kubeflow-examples/HEAD/wine-with-data-drift/edge/wine-deployment.yaml --------------------------------------------------------------------------------