Feature Similarity Node

F

AI/ML/ONNX

Feature Similarity

Compare two feature vectors using cosine similarity or L2 distance

feature_similarityonnx

Inputs2

Outputs2

Security exposure10/10

Packageonnx

Ratings

Scores range from 0 to 10. Higher values mean more impact, exposure, or operational weight.

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Input Pins

2

Features A

Struct

features_a

First feature vector

SchemaFeatureVectorFeatureVectorFeatureVector2 fields

valuesArray<number:float>required

The extracted feature values

itemsnumber:floatarray item

format float

dimensionsinteger:uintrequired

Dimensionality of the feature vector

format uintmin 0

Features B

Struct

features_b

Second feature vector

SchemaFeatureVectorFeatureVectorFeatureVector2 fields

valuesArray<number:float>required

The extracted feature values

itemsnumber:floatarray item

format float

dimensionsinteger:uintrequired

Dimensionality of the feature vector

format uintmin 0

Output Pins

2

Cosine Similarity

Float

cosine_similarity

Cosine similarity (-1 to 1, higher is more similar)

L2 Distance

Float

l2_distance

Euclidean distance (lower is more similar)

Node Info

Internal name

feature_similarity

Category

AI/ML/ONNX