Add ObjectProperties group to FeatureAssociation (and FeatureVector) - Githubissues

maxitg / SetReplace

C++/Wolfram Language package for exploring set and graph rewriting systems

MIT License

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Add ObjectProperties group to FeatureAssociation (and FeatureVector) #630

Closed mrektor closed 3 years ago

mrektor commented 3 years ago

An expansions of the feature association by using some of the properties readily available in the WolframModelEvolutionObject.

Changes

Added a new feature group: ObjectProperties. It includes various properties of the evolution object
The output of FeatureAssociation and FeatureVector is not anymore of numeric type, but is anything that can be digested by FeatureExtract

Comments

This enables a more meaningful description of the object that can be leveraged by machine learning tools

Examples

In[] :=  WolframModel[{{x, y}, {x, z}} -> {{x, z}, {x, w}, {y, w}, {z, w}},
  {{0, 0}, {0, 0}}, 5]["FeatureAssociation"]

FeatureAssociationExample-01

This change is

maxitg commented 3 years ago

Hey @mrektor, do you plan on making any other changes to this PR?