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l1_normalize

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l1_normalize is Normalize the embeddings using L1 normalization.

20 facts·15 predicates·1 sources·4 in dispute

Mostly:uses function(2), related normalization technique(2), implementation detail(2)

Maturity scale raw canonical shape-checked rule-derived certified

Inbound mentions (6)

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containsContains(2)

containsFunctionContains Function(1)

hasMemberHas Member(1)

relatedNormalizationTechniqueRelated Normalization Technique(1)

usedByUsed by(1)

Other facts (19)

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19 facts
PredicateValueRef
Uses FunctionNp Sum[1]
Uses FunctionNp Abs[1]
Related Normalization TechniqueMax Normalize[1]
Related Normalization TechniqueClip Normalize[1]
Implementation Detailsums = np.sum(np.abs(embeddings), axis=1, keepdims=True)[1]
Implementation Detailnormalized_embeddings = embeddings / sums[1]
Uses ParameterAxis Parameter[1]
Uses ParameterKeepdims Parameter[1]
Rdf:typeFunction[1]
Has ParameterEmbeddings[1]
Uses LibraryNumpy[1]
Sum Calculation Axis1[1]
Sum Keep Dimensionstrue[1]
ReturnsNormalized Embeddings[1]
DescriptionNormalize the embeddings using L1 normalization[1]
Normalization TypeL1 Normalization[1]
Uses OperationDivision Operation[1]
Operation Order2[1]
Has Optional Parametersfalse[1]

Timeline

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typebeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
ex:Function
labelbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
l1_normalize
hasParameterbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
ex:embeddings
usesLibrarybeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
ex:numpy
usesFunctionbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
ex:np-sum
usesFunctionbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
ex:np-abs
sumCalculationAxisbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
1
sumKeepDimensionsbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
true
returnsbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
ex:normalized-embeddings
descriptionbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
Normalize the embeddings using L1 normalization
relatedNormalizationTechniquebeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
ex:max-normalize
relatedNormalizationTechniquebeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
ex:clip-normalize
implementationDetailbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
sums = np.sum(np.abs(embeddings), axis=1, keepdims=True)
implementationDetailbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
normalized_embeddings = embeddings / sums
normalizationTypebeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
ex:L1-normalization
usesOperationbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
ex:division-operation
operationOrderbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
2
usesParameterbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
ex:axis-parameter
usesParameterbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
ex:keepdims-parameter
hasOptionalParametersbeam/92a95877-3ba8-48c1-86f2-e8a0865392f0
false

References (1)

1 references
  1. ctx:claims/beam/92a95877-3ba8-48c1-86f2-e8a0865392f0

See also

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