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Integrated Deployment
Education Deployment AutoML Guided analytics XAI Automated machine learning Machine learning Capture Workflow Abstraction
  1. Workflow
    AutoML Component via Interactive Views
    AutoML Automated machine learning Guided analytics
    +1
    This application is a simple example of AutoML with KNIME Software for binary and multiclass classification. The key of this exam…
    knime > Examples > 09_Enterprise > 04_Integrated_Deployment > 03_AutoML_Deployment > 01_AutoML_Component_via_Interactive_Views
    13
    knime
  2. Workflow
    Model Monitoring with Integrated Deployment
    Model management Model monitoring Monitor
    +6
    This is an example showing how you can monitor a deployed model using Integrated Deployment and Guided Analytics. When training a…
    knime > Examples > 09_Enterprise > 04_Integrated_Deployment > 06_Model_Monitoring_with_MLOps > 01_Model_Monitoring_with_AutoML_and_MLOps
    3
    knime
  3. Workflow
    AutoML Regression and Classification Examples
    AutoML Automated machine learning Guided analytics
    +6
    This application is a simple example of AutoML with KNIME Software for regression and classification tasks. The key of this examp…
    knime > Examples > 09_Enterprise > 04_Integrated_Deployment > 03_AutoML_Deployment > 02_AutoML_Regression_and_Classification_Examples
    3
    knime
  4. Workflow
    Model Inspection with Verified Components for Responsible AI
    AutoML Integrated deployment XAI
    +9
    This workflow demonstrates the usage of the verified components developed to interpret machine learning models. In the example we…
    paolotamag > Public > Model_Inspection_Examples
    2
    paolotamag
  5. Workflow
    eXplainable Artificial Intelligence (XAI) - Simple
    AutoML Automated machine learning Guided analytics
    +8
    This application is a simple example of AutoML with KNIME Software for binary and multiclass classification. The output models ar…
    knime > Examples > 09_Enterprise > 04_Integrated_Deployment > 05_Explainable_Artificial_Intelligence_(XAI) > 01_Explainable_Artificial_Intelligence_(XAI)_Simple
    2
    knime
  6. Workflow
    Continous Deployment - Modelling Workflow
    Integrated deployment KNIME Incpetion Continous
    +3
    This workflow is using Integrated Deployment in a complex Guided Analytics application hardcoded to work with a Churn Prediction …
    knime > Examples > 09_Enterprise > 04_Integrated_Deployment > 02_Continous_Deployment > 01_Modelling_Workflow
    2
    knime
  7. Workflow
    Sentiment Analysis with Integrated Deployment - Training
    Sentiment analysis Integrated deployment RNN
    +1
    There has been no description set for this workflow's metadata.
    kathrin > Codeless Deep Learning with KNIME > Chapter_10 > Integrated_Deployment > Sentiment_Analysis_Training_With_Integrated_Deployment
    1
    kathrin
  8. Workflow
    AutoML with other Verified Components for XAI and MLOps
    Model management Model monitoring Monitor
    +12
    This workflow showcases the AutoML component for binary and multiclass classification together with other components. This Compon…
    mpattadkal > Public > Others > 01_AutoML_Example_Workflow
    1
    mpattadkal
  9. Workflow
    Explaining the Credit Scoring Model with Model Interpretability Components
    AutoML Integrated deployment XAI
    +4
    This workflow demonstrates the usage of the verified components developed to interpret machine learning models. In the example, t…
    lada > Public > XAI > 02_XAI_Credit_Scoring_Example
    1
    lada
  10. Workflow
    Local Interpretation Workflow
    XAI Counterfactual AutoML
    +7
    This workflow demonstrates the use of the Local Explanation View component on three separate datasets on which the AutoML compone…
    corey > Public > 01_Local_Explanation_Examples
    1
    corey
  11. Workflow
    Day5 Analytics - Cost Prediction with PyCaret
    Machine learning PyCaret Python
    +2
    Demonstrates the building of a deployable machine learning model using KNIME Integrated Deployment and PyCaret. Compares results …
    supersharp > Finance, Accounting and Audit Automation > Cost Prediction with PyCaret > Day5 Analytics - Cost Prediction with PyCaret
    1
    supersharp
  12. Workflow
    Conformal prediction classification
    Conformal prediction Classification Integrated deployment
    +2
    This demo describes how to enrich the classification workflow with conformal prediction methods that allows to estimate model pre…
    artem > Public > Conformal prediction classification
    1
    artem
  13. Workflow
    Model Simulation View Examples
    AutoML Automated machine learning Guided analytics
    +11
    This workflow shows how to use the "Model Simulation View" components in combination with the "AutoML" and "AutoML (Regression)" …
    paolotamag > Public > Model_Simulation_View_Example
    1
    paolotamag
  14. Workflow
    Compute and Visualize Global Feature Importance Metrics
    AutoML Automated machine learning Guided analytics
    +9
    This application is a simple example of inspecting global feature importance for binary and multiclass classification with KNIME …
    lada > Public > XAI > 01_Global_Feature_Importance_Example
    1
    lada
  15. Workflow
    Training Workflow with Integrated Deployment
    Integrated Deployment Deployment Capture
    +3
    This workflow shows a simple example of churn prediction with interactive threshold optimization. This workflow is used for showc…
    knime > Examples > 09_Enterprise > 04_Integrated_Deployment > 01_Machine_Learning_Deployment > 02_Machine_Learning_with_Integrated_Deployment > 01_Modelling_Workflow_with_Integrated_Deployment
    1
    knime
  16. Workflow
    Production Workflow with Integrated Deployment
    Integrated deployment Capture Portobject
    +5
    This workflow shows a simple example of churn prediction with interactive threshold optimization. This workflow is used for showc…
    knime > Examples > 09_Enterprise > 04_Integrated_Deployment > 01_Machine_Learning_Deployment > 02_Machine_Learning_with_Integrated_Deployment > 02_Deployment_Workflow_with_Integrated_Deployment
    1
    knime
  17. Workflow
    Anonymizing Workflow Service
    Workflow Service Integrated Deployment Database
    This workflow can be used as a workflow service. A caller sends a SQL query and a workflow snippets via the corresponding Workflo…
    knime > Examples > 06_Control_Structures > 07_Workflow_Orchestration > 03_Process_Anonymized_Data > 01_Anonymizer
    1
    knime
  18. Workflow
    Consumer of Anonymization Workflow Service
    Integrated Deployment Call Workflow Workflow Service
    This workflow makes use of the workflow 01_Anonymizer. It sends a SQL query and a workflow snippet to it and receives the results…
    knime > Examples > 06_Control_Structures > 07_Workflow_Orchestration > 03_Process_Anonymized_Data > 02_Consumer
    1
    knime
  19. Workflow
    Model Selection with Integrated Deployment
    Chemistry Naive bayes Random forest
    +11
    This workflow deploys an advanced parameter optimzation protocol with four machine learning methods. In this implementation the c…
    knime > Life Sciences > Events > 2020_10_Integrated_Deployment_In_Action_Webinar > Model Selection with Integrated Deployment
    1
    knime
  20. Node / Manipulator
    Workflow Combiner
    Workflow Abstraction Integrated Deployment
    Allows to connect various workflows into one workflow. Free output ports from one workflow are connected to the free input ports …
    1
    knime