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KNIME_​project2

Node 3Node 4Node 6Node 7Node 8Node 9Node 22Node 23Node 77Node 78Node 79Node 80One column per iterationNode 137Lag = 10Node 140Node 141Node 142Node 143One column per iterationNode 145Lag = 10Node 147Node 14850 % validation50% testingNode 151Only cntCreate input sequenceNode 180top: columns at time tbottom: columns at time stepst-10 to t-1Save modelEpochs: 75Loss: MSECreate input sequenceNode 196top: columns at time tbottom: columns at time stepst-10 to t-1Only cntInput shape: 10,1310 steps13 dimensions per step100 unitsReLU with 1 unitExtract Date&TimeFields Column Filter Partitioning Normalizer Normalizer (Apply) Model Writer String to Date&Time CSV Reader ExtractColumn Header Transpose Counter Generation Sorter Column ListLoop Start Loop End (ColumnAppend) Lag Column ReferenceColumn Resorter ExtractColumn Header Transpose Counter Generation Column ListLoop Start Loop End (ColumnAppend) Lag Column Sorter ReferenceColumn Resorter Partitioning Keras NetworkExecutor Column Filter Create CollectionColumn Column Appender Column Splitter Keras NetworkWriter Keras NetworkLearner Create CollectionColumn Column Appender Column Splitter Column Filter Keras Input Layer Keras LSTM Layer Keras Dense Layer Node 3Node 4Node 6Node 7Node 8Node 9Node 22Node 23Node 77Node 78Node 79Node 80One column per iterationNode 137Lag = 10Node 140Node 141Node 142Node 143One column per iterationNode 145Lag = 10Node 147Node 14850 % validation50% testingNode 151Only cntCreate input sequenceNode 180top: columns at time tbottom: columns at time stepst-10 to t-1Save modelEpochs: 75Loss: MSECreate input sequenceNode 196top: columns at time tbottom: columns at time stepst-10 to t-1Only cntInput shape: 10,1310 steps13 dimensions per step100 unitsReLU with 1 unitExtract Date&TimeFields Column Filter Partitioning Normalizer Normalizer (Apply) Model Writer String to Date&Time CSV Reader ExtractColumn Header Transpose Counter Generation Sorter Column ListLoop Start Loop End (ColumnAppend) Lag Column ReferenceColumn Resorter ExtractColumn Header Transpose Counter Generation Column ListLoop Start Loop End (ColumnAppend) Lag Column Sorter ReferenceColumn Resorter Partitioning Keras NetworkExecutor Column Filter Create CollectionColumn Column Appender Column Splitter Keras NetworkWriter Keras NetworkLearner Create CollectionColumn Column Appender Column Splitter Column Filter Keras Input Layer Keras LSTM Layer Keras Dense Layer

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To use this workflow in KNIME, download it from the below URL and open it in KNIME:

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Created by: Dell
Created at: 2022-11-25
On NodePit since: 2022-11-26
Last update: 2024-11-21
Created with KNIME version: v4.6.3

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