úÎ!-ƒ'Ù]      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\None66   !"#$%&'()*+,-./0JKLMN6./0+,-()*%&'"#$ !  NMLKJNone IR normalize"Convert CSV entries into entities.S normalizeWConvert entities to a sample map, where each sample contains a collection of entities.RSRSNone‡] normalize@Filter out entities that have less than the specified threshold.^ normalizeLDo these values have a standard deviation less than the specified threshold?_ normalizejFilter out entities that appear less than the specified amount and record the remaining entities' weight.T normalizeXFilter out entities that appear less than the specified amount and record their weight.TTNoneóU normalizeFind the average of a vector.V normalizeFind the median of a vector.W normalizeSort a vector of elements.X normalize,Get the rank transformed vector of elements.Y normalizeQTranspose sample map. Important: assumes same number of entities in each sample.UVWXYWXVUYNoneN'½ Z normalize Log transform the normalize map.` normalize&Normalize a sample by standard scores.[ normalize+Normalize all samples by a specific method.\ normalizeÿGNormalize a sample (1) by another sample (2) by division. The NormSampleString contains the string that differentiates (1) from (2). NormSampleString must be within (2) and must make, upon its removal from (2), (1). For instance, if we want to normalize "normalizeMe" by "normalizeMeByThis", we would set this string to be ByThis¦ so the normalized values from "normalizeMe" are divided by the normalized values from "normalizeMeByThis". This string must make the latter become the former, so By5 would not work as it would become "normalizeMeThis".a normalize,Partition divisors and dividends and divide.b normalizeÑThe actual subtraction (Z scores) of dividends by divisor. If there are too many divisors, we assume they are a synonym if the SynonymFlag is true, so we only take into account the highest intensity synonym.c normalizeTag all divisors in a sample.d normalizeTag divisor in a sample.e normalize:Normalize by the upper quartile method, log 2 transformed.f normalizeWQuantile normalization. Important: assumes the same number of entities in each sample.Z[\Z[\g       !""#$$%&&'(()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`(normalize-0.3.1.1-GR0QYpfXEtH3h4IHaExpOxTypesLoadFilterUtility NormalizeEntity_label_sample_entity _numSamples_valueMethod StandardScore UpperQuartileQuantileMedianQuantileAverageNoneNormSampleStringunNormSampleString SynonymFlag unSynonymFlagDivisor unDivisorSampleunSampleLabelunLabelFieldunFieldBaseunBaseStdDevThresholdunStdDevThresholdValueThresholdunValueThreshold NumSamples unNumSamples EntityName unEntityName EntitySep unEntitySep$fEqEntityName$fOrdEntityName $fShowField$fGenericField $fEqLabel $fOrdLabel $fEqSample $fOrdSample $fShowSample $fEqDivisor $fOrdDivisor $fShowDivisor$fEqSynonymFlag$fOrdSynonymFlag$fShowSynonymFlag$fEqNormSampleString$fOrdNormSampleString$fShowNormSampleString $fEqMethod $fReadMethod $fShowMethod $fEqEntity $fOrdEntity $fShowEntity$fGenericEntityentitylabel numSamplessamplevalue$fDefaultOrderedEntity$fToNamedRecordEntity$fFromNamedRecordEntitycsvRowToEntity toSampleMapfilterEntitiesBy avgVector medianVector sortVector rankVectortransposeSamples logTransform normalizenormalizeBySample filterValuestdDevPgetViableEntities standardScore groupDivisorsdivideBySample tagDivisors tagDivisorupperQuartileNormalizequantileNormalize