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This directory contains 5 workflows.

Icon01_​Simple_​Visualization 

The Iris dataset contains information about sepal and petal dimensions of three species of Iris flower. For exercise purposes, the dataset has been stored […]

Icon01_​Simple_​Visualization_​v 

The Iris dataset contains information about sepal and petal dimensions of three species of Iris flower. For exercise purposes, the dataset has been stored […]

IconEnergy Consumption Forecasting with LSTM 

This workflow predicts time series (energy consumption) by an LSTM network with lagged values as input. The trained model is then used for out-of-sample […]

IconImage_​Classification_​MNIST 

This workflow trains a simple convolutional neural network (CNN) on the MNIST dataset using Keras. The enclosed pictures are from the MNIST dataset […]

IconImage_​Classification_​MNIST_​Exercise_​v 

<p>Simple CNN for Image Classification<br><br>Train a CNN model to classify MNIST images.<br>- Define network structure<br>- Prepare and read the […]