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

Neural networks Deep learning Codeless Deep Learning with KNIME Keras
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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

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

Used extensions & nodes

Created with KNIME Analytics Platform version 4.6.4
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    KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
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    KNIME Conda Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Deep Learning - Keras Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Excel Support Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.2

    knime
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    KNIME Expressions Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Interactive R Statistics Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME JavaScript Views Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.4

    knime
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    KNIME Javasnippet Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Machine Learning Interpretability Extension Trusted 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 Nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Quick Forms Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.4

    knime
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    KNIME SVG Support Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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    KNIME Timeseries nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.6.0

    knime
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