Fit a straight line using a neural network. @param ds The dataset to fit. @return The network fitted to the data

Fit a straight line using a neural network. @param ds The dataset to fit. @return The network fitted to the data

Process a javafx Image to be consumed by DeepLearning4J. @param batchSize number of sample points to take out of the image. @return DeepLearning4J Da

Take a batchsize of random samples from the source image. This illustrates how to generate a custom dataset. The normal way of doing this would be to

Get DL4J DeepMoji attention layer @return DeepMojiAttentionLayer

This function gives binary string for full name string - It uses "PossibleCharacters" string to find the decimal equivalent to any alphabet from it -

Load data from a file, and remove any invalid characters. Data is returned as a single large String

Returns the network configuration, 2 hidden DenseLayers of size 50.

Returns the network configuration, 2 hidden DenseLayers of size 50.

This method is to show how to convert the INDArray to a float array. This is to provide some more examples on how to convert INDArray to types that ar

This method is to show how to convert the INDArray to a float array. This is to provide some more examples on how to convert INDArray to types that ar

Sets up and return a simple DataSetIterator that does vectorization based on the melody sample. @param miniBatchSize Number of text segments in each

This method accepts vector, that represents any document, and returns distances between this document, and previously trained categories @return

This method accepts vector, that represents any document, and returns distances between this document, and previously trained categories @return

Create a DataSetIterator for training @param x X values @param function Function to evaluate @param batchSize Batch size (number of examples for every

Create a DataSetIterator for training @param x X values @param function Function to evaluate @param batchSize Batch size (number of quickstartexamples

@return URL of the resource to download

@return characters that may occur in a valid melody string

Get a list of all URLs in a page for zip files

Takes an INDArray containing an image loaded using the native image loader libraries associated with DL4J, and converts it into a BufferedImage. The I

Does inception preprocessing. Takes an image with shape [c, h, w] and returns an image with shape [1, height, width, c]. Eventually this will be mad