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use H2O.ai auto-machine-learning to just generate deep learning models

H2o Deep learning Automl Automatic machine learning H2o.ai

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use H2O.ai auto-machine-learning to just generate deep learning models to compare that to architectures you have created with Keras or Temsor Flow 2 in KNIME (cf. the other workflows in this collection) please download the complete DeepLearning (Keras, Tensorflow, H2O.ai) Workflow group: https://hub.knime.com/mlauber71/spaces/Public/latest/kn_example_deeplearning_keras_tensorflow_classification~G8jl-DTMCBqoxyB9/

External resources

  • (video) - Automatic & Explainable Machine Learning with H2O: Erin LeDell, H2O.ai - "Deep Learning"
  • H2O.ai - Deep Learning (Neural Networks)
  • please download the complete DeepLearning (Keras, Tensorflow, H2O.ai) Workflow group
  • H2O.ai AutoML in KNIME for classification problems

Used extensions & nodes

Created with KNIME Analytics Platform version 4.5.0
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    KNIME Base nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    KNIME Excel Support Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    KNIME H2O Machine Learning Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    KNIME H2O Machine Learning Integration - MOJO Extension Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    KNIME Interactive R Statistics Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    KNIME JavaScript Views Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    KNIME Javasnippet Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    KNIME Machine Learning Interpretability Extension Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    KNIME Math Expression (JEP) Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    KNIME Python Integration Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    KNIME Quick Forms Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    KNIME SVG Support Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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    KNIME Timeseries nodes Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.5.0

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