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a simple deep learning network for binary classification using the KNIME Keras integration (with a Python environment propagation)

Neural networksDeep learningCodeless Deep Learning with KNIMEKeras
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Feb 12, 2020 10:04 AM
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a simple deep learning network for binary classification using the KNIME Keras integration (with a Python environment propagation) Please note this example should demonstrate how to set up the deep learning environment with Keras and provide a working simple example.

External resources

  • Codeless Deep Learning with KNIME
  • Simple Example for Binary Classification with Keras
  • Your First Deep Learning Project in Python with Keras Step-By-Step
  • please download the complete DeepLearning (Keras, Tensorflow, H2O.ai) Workflow group
  • (official) KNIME Python Integration Guide
  • Meta Collection about KNIME and Python
  • (official) KNIME Deep Learning Integration Installation Guide
  • you will need a working Anaconda oder Miniconda installation
  • forum - use conda environment propagation to set up python deep learning
  • Medium: KNIME and Python — Setting up and managing Conda environments
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.6.4
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    KNIME Base nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
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    KNIME Conda IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Deep Learning - Keras IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Excel SupportTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
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    KNIME ExpressionsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Interactive R Statistics IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME JavaScript ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.4

    knime
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    KNIME JavasnippetTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Machine Learning Interpretability ExtensionTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Math Expression (JEP)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME PMML Preprocessing Applier NodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.4

    knime
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    KNIME SVG SupportTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Timeseries nodesTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime

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