Index

A C D E F G H I L M N O P S T
All Classes and Interfaces|All Packages|Constant Field Values

A

AbstractDL - Class in opennlp.dl

Base class for OpenNLP deep-learning classes using ONNX Runtime.

ATTENTION_MASK - Static variable in class opennlp.dl.AbstractDL

AverageClassificationScoringStrategy - Class in opennlp.dl.doccat.scoring

A ClassificationScoringStrategy which calculates the document classification scores by averaging the scores for all individual parts of a document.

AverageClassificationScoringStrategy() - Constructor for class opennlp.dl.doccat.scoring.AverageClassificationScoringStrategy

C

categorize(String[]) - Method in class opennlp.dl.doccat.DocumentCategorizerDL

Categorizes the document, failing loudly rather than returning an invalid distribution: malformed input is rejected with IllegalArgumentException, and any failure executing the model is surfaced as an IllegalStateException (cause preserved).

categorize(String[], Map<String, Object>) - Method in class opennlp.dl.doccat.DocumentCategorizerDL

ClassificationScoringStrategy - Interface in opennlp.dl.doccat.scoring

Used to determine the scores of document classification.

clearAdaptiveData() - Method in class opennlp.dl.namefinder.NameFinderDL

close() - Method in class opennlp.dl.AbstractDL

Closes the ONNX OrtSession owned by this instance.

CLS_TOKEN - Static variable in class opennlp.dl.namefinder.NameFinderDL

D

DocumentCategorizerConfig - Record Class in opennlp.dl.doccat

DocumentCategorizerConfig(Map<String, String>) - Constructor for record class opennlp.dl.doccat.DocumentCategorizerConfig

Creates an instance of a DocumentCategorizerConfig record class.

DocumentCategorizerDL - Class in opennlp.dl.doccat

An implementation of DocumentCategorizer that performs document classification using ONNX models.

DocumentCategorizerDL(File, File, File, ClassificationScoringStrategy, InferenceOptions) - Constructor for class opennlp.dl.doccat.DocumentCategorizerDL

Instantiates a document categorizer using ONNX models.

DocumentCategorizerDL(File, File, Map<Integer, String>, ClassificationScoringStrategy, InferenceOptions) - Constructor for class opennlp.dl.doccat.DocumentCategorizerDL

Instantiates a document categorizer using ONNX models.

E

equals(Object) - Method in record class opennlp.dl.doccat.DocumentCategorizerConfig

Indicates whether some other object is "equal to" this one.

equals(Object) - Method in record class opennlp.dl.Tokens

Indicates whether some other object is "equal to" this one.

F

find(String[]) - Method in class opennlp.dl.namefinder.NameFinderDL

findInOriginal(String[]) - Method in class opennlp.dl.namefinder.NameFinderDL

Finds names and returns their spans in coordinates of the original joined input (String.join(" ", input)), regardless of any whitespace or dash normalization applied before inference.

fromJson(String) - Static method in record class opennlp.dl.doccat.DocumentCategorizerConfig

G

getAllResults(double[]) - Method in class opennlp.dl.doccat.DocumentCategorizerDL

getBestCategory(double[]) - Method in class opennlp.dl.doccat.DocumentCategorizerDL

getCategory(int) - Method in class opennlp.dl.doccat.DocumentCategorizerDL

getDocumentSplitSize() - Method in class opennlp.dl.InferenceOptions

getGpuDeviceId() - Method in class opennlp.dl.InferenceOptions

getIndex(String) - Method in class opennlp.dl.doccat.DocumentCategorizerDL

getLowerCase() - Method in class opennlp.dl.InferenceOptions

Returns whether tokenization should lower case the input text and strip accents, as required by uncased models.

getNumberOfCategories() - Method in class opennlp.dl.doccat.DocumentCategorizerDL

getSplitOverlapSize() - Method in class opennlp.dl.InferenceOptions

getVectors(String) - Method in class opennlp.dl.vectors.SentenceVectorsDL

Generates vectors given a sentence.

H

hashCode() - Method in record class opennlp.dl.doccat.DocumentCategorizerConfig

Returns a hash code value for this object.

hashCode() - Method in record class opennlp.dl.Tokens

Returns a hash code value for this object.

I

id2label() - Method in record class opennlp.dl.doccat.DocumentCategorizerConfig

Returns the value of the id2label record component.

ids() - Method in record class opennlp.dl.Tokens

Returns the value of the ids record component.

InferenceOptions - Class in opennlp.dl

InferenceOptions() - Constructor for class opennlp.dl.InferenceOptions

INPUT_IDS - Static variable in class opennlp.dl.AbstractDL

isGpu() - Method in class opennlp.dl.InferenceOptions

isIncludeAttentionMask() - Method in class opennlp.dl.InferenceOptions

isIncludeTokenTypeIds() - Method in class opennlp.dl.InferenceOptions

isNormalizeDashes() - Method in class opennlp.dl.InferenceOptions

Returns whether input dashes are normalized to the ASCII hyphen before inference.

isNormalizeWhitespace() - Method in class opennlp.dl.InferenceOptions

Returns whether input whitespace is normalized to ASCII spaces before inference.

L

loadVocab(File) - Method in class opennlp.dl.AbstractDL

Loads a vocabulary File from disk.

M

mask() - Method in record class opennlp.dl.Tokens

Returns the value of the mask record component.

N

NameFinderDL - Class in opennlp.dl.namefinder

An implementation of TokenNameFinder that uses ONNX models.

NameFinderDL(File, File, Map<Integer, String>, InferenceOptions, SentenceDetector) - Constructor for class opennlp.dl.namefinder.NameFinderDL

Instantiates a name finder using ONNX models.

NameFinderDL(File, File, Map<Integer, String>, SentenceDetector) - Constructor for class opennlp.dl.namefinder.NameFinderDL

Instantiates a name finder using ONNX models.

NO_SPACE_AFTER_TOKENS - Static variable in class opennlp.dl.namefinder.NameFinderDL

Tokens after which the following token attaches directly when span text is reconstructed.

NO_SPACE_BEFORE_TOKENS - Static variable in class opennlp.dl.namefinder.NameFinderDL

Tokens that attach directly to the preceding token when span text is reconstructed.

O

opennlp.dl - package opennlp.dl

opennlp.dl.doccat - package opennlp.dl.doccat

opennlp.dl.doccat.scoring - package opennlp.dl.doccat.scoring

opennlp.dl.namefinder - package opennlp.dl.namefinder

opennlp.dl.vectors - package opennlp.dl.vectors

P

PREFIX_BEGIN - Static variable in class opennlp.dl.namefinder.NameFinderDL

Prefix used by BIO labels for the first token in an entity span.

PREFIX_INSIDE - Static variable in class opennlp.dl.namefinder.NameFinderDL

Prefix used by BIO labels for continuation tokens in an entity span.

S

score(List<double[]>) - Method in class opennlp.dl.doccat.scoring.AverageClassificationScoringStrategy

score(List<double[]>) - Method in interface opennlp.dl.doccat.scoring.ClassificationScoringStrategy

Calculate the final scores based on the scores of the individual document parts.

scoreMap(String[]) - Method in class opennlp.dl.doccat.DocumentCategorizerDL

SentenceVectorsDL - Class in opennlp.dl.vectors

Facilitates the generation of sentence vectors using a sentence-transformers model converted to ONNX.

SentenceVectorsDL(File, File) - Constructor for class opennlp.dl.vectors.SentenceVectorsDL

Instantiates a sentence vector generator for an uncased model.

SentenceVectorsDL(File, File, boolean) - Constructor for class opennlp.dl.vectors.SentenceVectorsDL

Instantiates a sentence vector generator using ONNX models.

SEPARATOR - Static variable in class opennlp.dl.namefinder.NameFinderDL

setDocumentSplitSize(int) - Method in class opennlp.dl.InferenceOptions

setGpu(boolean) - Method in class opennlp.dl.InferenceOptions

setGpuDeviceId(int) - Method in class opennlp.dl.InferenceOptions

setIncludeAttentionMask(boolean) - Method in class opennlp.dl.InferenceOptions

setIncludeTokenTypeIds(boolean) - Method in class opennlp.dl.InferenceOptions

setLowerCase(boolean) - Method in class opennlp.dl.InferenceOptions

Sets whether tokenization should lower case the input text and strip accents.

setNormalizeDashes(boolean) - Method in class opennlp.dl.InferenceOptions

Replaces Unicode dashes in the input with the ASCII hyphen-minus before inference.

setNormalizeWhitespace(boolean) - Method in class opennlp.dl.InferenceOptions

Replaces every Unicode whitespace character in the input with an ASCII space before inference.

setSplitOverlapSize(int) - Method in class opennlp.dl.InferenceOptions

sortedScoreMap(String[]) - Method in class opennlp.dl.doccat.DocumentCategorizerDL

T

TOKEN_TYPE_IDS - Static variable in class opennlp.dl.AbstractDL

tokens() - Method in record class opennlp.dl.Tokens

Returns the value of the tokens record component.

Tokens - Record Class in opennlp.dl

Holds the tokens for input to an ONNX model.

Tokens(String[], long[], long[], long[]) - Constructor for record class opennlp.dl.Tokens

Creates an instance of a Tokens record class.

toString() - Method in record class opennlp.dl.doccat.DocumentCategorizerConfig

Returns a string representation of this record class.

toString() - Method in record class opennlp.dl.Tokens

Returns a string representation of this record class.

types() - Method in record class opennlp.dl.Tokens

Returns the value of the types record component.

A C D E F G H I L M N O P S T
All Classes and Interfaces|All Packages|Constant Field Values