Search Java Classes and Packages
#Opennlp.tools.ml Classes and Interfaces - 90 results found.
| Name | Description | Type | Package | Framework |
| AbstractDataIndexer | Abstract class for collecting event and context counts used in training. | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| AbstractEventModelSequenceTrainer | Class | opennlp.tools.ml | Natural Language Processing (OpenNLP) | |
| AbstractEventTrainer | Class | opennlp.tools.ml | Natural Language Processing (OpenNLP) | |
| AbstractModel | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) | |
| AbstractModel .ModelType | Class | opennlp.tools.ml.model.AbstractModel | Natural Language Processing (OpenNLP) | |
| AbstractModelReader | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) | |
| AbstractModelWriter | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) | |
| AbstractSequenceTrainer | Class | opennlp.tools.ml | Natural Language Processing (OpenNLP) | |
| AbstractTrainer | Class | opennlp.tools.ml | Natural Language Processing (OpenNLP) | |
| ArrayMath | Utility class for simple vector arithmetic. | Class | opennlp.tools.ml.maxent.quasinewton | Natural Language Processing (OpenNLP) |
| BasicContextGenerator | Generate contexts for maxent decisions, assuming that the input given to the getContext() method is a String containing contextual | Class | opennlp.tools.ml.maxent | Natural Language Processing (OpenNLP) |
| BeamSearch | Performs k-best search over sequence. | Class | opennlp.tools.ml | Natural Language Processing (OpenNLP) |
| BinaryFileDataReader | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) | |
| BinaryGISModelReader | A reader for GIS models stored in binary format. | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) |
| BinaryGISModelWriter | Model writer that saves models in binary format. | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) |
| BinaryPerceptronModelReader | Class | opennlp.tools.ml.perceptron | Natural Language Processing (OpenNLP) | |
| BinaryPerceptronModelWriter | Model writer that saves models in binary format. | Class | opennlp.tools.ml.perceptron | Natural Language Processing (OpenNLP) |
| BinaryQNModelReader | A reader for quasi-newton models stored in binary format. | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) |
| BinaryQNModelWriter | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) | |
| ComparableEvent | A maxent event representation which we can use to sort based on the predicates indexes contained in the events. | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| ComparablePredicate | A maxent predicate representation which we can use to sort based on the outcomes. | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| Context | Class which associates a real valued parameter or expected value with a particular contextual predicate or feature. | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| ContextGenerator | Generate contexts for maxent decisions. | Interface | opennlp.tools.ml.maxent | Natural Language Processing (OpenNLP) |
| DataIndexer | Object which compresses events in memory and performs feature selection. | Interface | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| DataReader | Interface | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) | |
| DataStream | A interface for objects which can deliver a stream of training data to be supplied to an EventStream. | Interface | opennlp.tools.ml.maxent | Natural Language Processing (OpenNLP) |
| DynamicEvalParameters | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) | |
| EvalParameters | This class encapsulates the varibales used in producing probabilities from a model and facilitaes passing these variables to the eval method. | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| Event | The context of a decision point during training. | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| EventModelSequenceTrainer | Interface | opennlp.tools.ml | Natural Language Processing (OpenNLP) | |
| EventTrainer | Interface | opennlp.tools.ml | Natural Language Processing (OpenNLP) | |
| FileEventStream | Class for using a file of events as an event stream. | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| Function | Interface | opennlp.tools.ml.maxent.quasinewton | Natural Language Processing (OpenNLP) | |
| GenericModelReader | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) | |
| GenericModelWriter | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) | |
| GIS | Class | opennlp.tools.ml.maxent | Natural Language Processing (OpenNLP) | |
| GISModel | A maximum entropy model which has been trained using the Generalized Iterative Scaling procedure (implemented in GIS. | Class | opennlp.tools.ml.maxent | Natural Language Processing (OpenNLP) |
| GISModelReader | Abstract parent class for readers of GISModels. | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) |
| GISModelWriter | Abstract parent class for GISModel writers. | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) |
| HashSumEventStream | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) | |
| IndexHashTable | The IndexHashTable is a hash table which maps entries of an array to their index in the array. | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| IntegerPool | A pool of read-only, unsigned Integer objects within a fixed, non-sparse range. | Class | opennlp.tools.ml.maxent | Natural Language Processing (OpenNLP) |
| LineSearch | Class | opennlp.tools.ml.maxent.quasinewton | Natural Language Processing (OpenNLP) | |
| LineSearch .LineSearchResult | Class | opennlp.tools.ml.maxent.quasinewton.LineSearch | Natural Language Processing (OpenNLP) | |
| MaxentModel | Interface for maximum entropy models. | Interface | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| MutableContext | Class used to store parameters or expected values associated with this context which can be updated or assigned. | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| NegLogLikelihood | Evaluate negative log-likelihood and its gradient from DataIndexer. | Class | opennlp.tools.ml.maxent.quasinewton | Natural Language Processing (OpenNLP) |
| ObjectDataReader | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) | |
| ObjectGISModelReader | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) | |
| ObjectGISModelWriter | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) | |
| ObjectQNModelReader | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) | |
| ObjectQNModelWriter | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) | |
| OldFormatGISModelReader | A reader for GIS models stored in the format used in v1. | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) |
| OnePassDataIndexer | An indexer for maxent model data which handles cutoffs for uncommon contextual predicates and provides a unique integer index for each of the | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| OnePassRealValueDataIndexer | An indexer for maxent model data which handles cutoffs for uncommon contextual predicates and provides a unique integer index for each of the | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| ParallelNegLogLikelihood | Class | opennlp.tools.ml.maxent.quasinewton | Natural Language Processing (OpenNLP) | |
| PerceptronModel | Class | opennlp.tools.ml.perceptron | Natural Language Processing (OpenNLP) | |
| PerceptronModelReader | Abstract parent class for readers of Perceptron. | Class | opennlp.tools.ml.perceptron | Natural Language Processing (OpenNLP) |
| PerceptronModelWriter | Abstract parent class for Perceptron writers. | Class | opennlp.tools.ml.perceptron | Natural Language Processing (OpenNLP) |
| PerceptronTrainer | Trains models using the perceptron algorithm. | Class | opennlp.tools.ml.perceptron | Natural Language Processing (OpenNLP) |
| PlainTextFileDataReader | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) | |
| PlainTextGISModelReader | A reader for GIS models stored in plain text format. | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) |
| PlainTextGISModelWriter | Model writer that saves models in plain text format. | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) |
| PlainTextPerceptronModelReader | Class | opennlp.tools.ml.perceptron | Natural Language Processing (OpenNLP) | |
| PlainTextPerceptronModelWriter | Model writer that saves models in plain text format. | Class | opennlp.tools.ml.perceptron | Natural Language Processing (OpenNLP) |
| PooledGISModelReader | This class works exactly like the SuffisSensitiveGISModelReader except that it attempts to pool all context strings. | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) |
| Prior | This interface allows one to implement a prior distribution for use in maximum entropy model training. | Interface | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| QNMinimizer | and Elastic Net for solving convex optimization problems. | Class | opennlp.tools.ml.maxent.quasinewton | Natural Language Processing (OpenNLP) |
| QNMinimizer .Evaluator | Evaluate quality of training parameters. | Interface | opennlp.tools.ml.maxent.quasinewton.QNMinimizer | Natural Language Processing (OpenNLP) |
| QNMinimizer .L2RegFunction | Class | opennlp.tools.ml.maxent.quasinewton.QNMinimizer | Natural Language Processing (OpenNLP) | |
| QNModel | Class | opennlp.tools.ml.maxent.quasinewton | Natural Language Processing (OpenNLP) | |
| QNModelReader | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) | |
| QNModelWriter | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) | |
| QNTrainer | Maxent model trainer using L-BFGS algorithm. | Class | opennlp.tools.ml.maxent.quasinewton | Natural Language Processing (OpenNLP) |
| RealBasicEventStream | Class | opennlp.tools.ml.maxent | Natural Language Processing (OpenNLP) | |
| RealValueFileEventStream | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) | |
| Sequence | Class which models a sequence. | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| SequenceClassificationModel | A classification model that can label an input sequence. | Interface | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| SequenceStream | Interface for streams of sequences used to train sequence models. | Interface | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| SequenceStreamEventStream | Class which turns a sequence stream into an event stream. | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| SequenceTrainer | Interface | opennlp.tools.ml | Natural Language Processing (OpenNLP) | |
| SimplePerceptronSequenceTrainer | Trains models for sequences using the perceptron algorithm. | Class | opennlp.tools.ml.perceptron | Natural Language Processing (OpenNLP) |
| SuffixSensitiveGISModelReader | A reader for GIS models which inspects the filename and invokes the appropriate GISModelReader depending on the filename's suffixes. | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) |
| SuffixSensitiveGISModelWriter | A writer for GIS models which inspects the filename and invokes the appropriate GISModelWriter depending on the filename's suffixes. | Class | opennlp.tools.ml.maxent.io | Natural Language Processing (OpenNLP) |
| SuffixSensitivePerceptronModelWriter | A writer for GIS models which inspects the filename and invokes the appropriate GISModelWriter depending on the filename's suffixes. | Class | opennlp.tools.ml.perceptron | Natural Language Processing (OpenNLP) |
| TrainerFactory | Class | opennlp.tools.ml | Natural Language Processing (OpenNLP) | |
| TrainerFactory .TrainerType | Class | opennlp.tools.ml.TrainerFactory | Natural Language Processing (OpenNLP) | |
| TrainUtil | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) | |
| TwoPassDataIndexer | Collecting event and context counts by making two passes over the events. | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |
| UniformPrior | Provide a maximum entropy model with a uniform prior. | Class | opennlp.tools.ml.model | Natural Language Processing (OpenNLP) |