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[KNIME Nodes] KN-302 Advanced Demand Forecasting Neural Networks

Neural NetworkDeep LearningKaggle
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Sep 4, 2019 6:44 AM
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Provides a Neural Network solution to the Kaggle Store Item Demand Forecasting Challenge. Input contains 5 years of store-item sales data. Deep Learning models use both Keras Layer Nodes and DL Python Nodes. Output predicts the daily sales of 50 different items over the next two years. A comprehensive description of this workflow with step-by-step instructions can be found at the Scientific Strategy website: https://scientificstrategy.com/kn-302/ SCIENTIFIC STRATEGY: [KNIME Nodes] KN-302 Sales Demand Forecasting Neural Networks https://scientificstrategy.com/kn-302/ DATA SOURCE: Kaggle: Store Item Demand Forecasting Challenge https://www.kaggle.com/c/demand-forecasting-kernels-only
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.3.0
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    KNIME CoreTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.0.1

    knime
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    KNIME Data GenerationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.0.0

    knime
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    KNIME Deep Learning - Keras IntegrationTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.0.0

    knime
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    KNIME JFreeChartTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.0.0

    knime
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    KNIME Math Expression (JEP)Trusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.0.0

    knime
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    KNIME Python Integration

    KNIME AG, Zurich, Switzerland

    Version 4.0.0

    knime
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    Market Simulation nodes by Scientific Strategy for KNIME - Community EditionTrusted extension

    Decision Ready, LLC

    Version 4.0.0

    scientificstrategy profile image
    scientificstrategy

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