Uses of Interface
org.datavec.cli.transforms.Transform

Packages that use Transform

Package	Description
org.datavec.cli.transforms.image
org.datavec.cli.transforms.text.nlp

Uses of Transform in org.datavec.cli.transforms.image

Classes in org.datavec.cli.transforms.image that implement Transform

Modifier and Type

Class and Description

class

NormalizeTransform For raw images like jpegs we need to perform transforms (normalize) - here we need to scan across the dataset first to get min / max Since this is an image specific normalizer we find out min and max across all "columns" / pixels in the image collection - as opposed to just looking across columns between images in the colleciton - because pixel intensity is linked across the image grid of pixels Questions: - are we able to do this in a way that will parallelize well later? - probably not, most likely requires a v2 refactor for MR Label Semantics - NOTE: dont normalize the LABEL! 1.

Uses of Transform in org.datavec.cli.transforms.text.nlp

Classes in org.datavec.cli.transforms.text.nlp that implement Transform

Modifier and Type	Class and Description
class	TfidfTextVectorizerTransform Design Notes - dropped inheritance hierarchy of previous impl, would not fit a parallel framework's scale needs - we dont yet know what the principle design factors are going to be, so shying away from putting more interfaces in place - need to focus on a two pass mentality: 1.