úÎ!-þ(T\      !"#$%&'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[None66   !"#$%&'()*+,-./0JKLMN6./0+,-()*%&'"#$ !  NMLKJNone <R normalize"Convert CSV entries into entities.S normalizeWConvert entities to a sample map, where each sample contains a collection of entities.RSRSNonez\ 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.TTNone´U normalize4Find the average of a sparse vector, ignoring zeros.V normalize3Find the median of a sparse vector, ignoring zeros.W normalize%Sort a sparse vector, ignoring zeros.X normalizeCGet the rank transformed vector of a sparse vector, ignoring zeros.UVWXWXVUNoneN(8 Y normalize Log transform the normalize map._ normalize&Normalize a sample by standard scores.Z normalize+Normalize all samples by a specific method.` normalizeANormalize all samples by a specific method using a sparse matrix.[ 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 normalize;Quantile normalization for sparse matrices, ignoring zeros.YZ[YZ[g       !""#$$%&&'(()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`(normalize-0.3.1.0-AMidultCFeLCGEc08rMDTcTypesLoadFilterUtility 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 toSampleMapfilterEntitiesByavgSparseVectormedianSparseVectorsortSparseVectorrankSparseVector logTransform normalizenormalizeBySample filterValuestdDevPgetViableEntities standardScorenormalizeSparse groupDivisorsdivideBySample tagDivisors tagDivisorupperQuartileNormalizequantileNormalize