- boston_housing, a keras script which sets up a neural network to apply regression to predict housing prices, based on the Boston housing dataset.
- boston_housing_external, a keras script which reads the Boston housing dataset from an external file, rather than referencing the built-in keras dataset, and applies regression to predict housing prices
- hourly_wages, a keras script which uses a neural network to create a multivariable regression model from a set of hourly wage data.
- mnist, a keras script which sets up a neural network to classify the MNIST digit image data.
- mnist_convnet, a keras script which sets up a convolutional neural network to classify the MNIST digit image data.
- movie_review, a keras script which sets up a neural network to classify movie reviews as positive or negative.
- newswire, a keras script which sets up a neural network to classify a Reuters newswire into one of 46 classes.
- regression_1d, a keras script which reads training and test files of data pairs (x,y), and seeks a regression formula y = b + w * x.