Houdini 20.5 Nodes Geometry nodes

ML Example Output geometry node

Output examples to a raw file

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Overview

ML Example Output writes a set of labeled examples to a file to directly use with ML Regression Train. ML Example Output expects an input geometry consisting exclusively of packed primitives, each of which represents a single labeled example. See ML Examplefor more details about representing examples using geometry.

This node can be referenced from TOPs using a ROP Fetch to make writing out the data set part of a recipe for doing ML.

See Machine Learning documentation for more general information.

Uses the ML Example Output to store them in a data_set.raw file. Then loads it into a ML Regression Train TOP. An example from the ML Sketching tutorial.

Parameters

Save to Disk

Click to save the data set to the specified output file.

Output File

This specifies the raw output file path.

Number of Inputs

Type

Type of input contribution: either a point attribute or a volume.

Point Attribute

Name of a point float attribute.

Volume Name

The name of a volume.

Number of Targets

Type

Type of target contribution: either a point attribute or a volume.

Point Attribute

Name of a point float attribute.

Volume Name

The name of the volume.

Inputs

Examples

A geometry consisting of examples, each represented by a packed primitive.

Geometry nodes