movie_review, a keras script which sets up a neural network to classify movie reviews from the IMDB database.
The computer code and data files described and made available on this web page are distributed under the GNU LGPL license.
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.
newswire, a keras script which sets up a neural network for the classification of Reuters newswire texts into one of 46 categories.
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.
The original text is by Francois Chollet; some modification were made by John Burkardt.
