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Counter.remove() defined to throw an
UnsupportedOperationException.LinearClassifier.ADMath was created to extend the
current calculations of gradient to automatically include a calculation of the
hessian vector product with another vector v.StringUtils.argsToMap(java.lang.String[]).
CoreMap backed by Java Arrays.false to get per-iteration progress reports
(to stderr).
Comparator which is the result of chaining the
given Comparators.
Comparator which is the result of chaining the
given Comparators.
value()'s lexicographic ordering.
MutableDouble objects numerically.
MutableInteger objects numerically.
Pair to another object.
CoreMap,
parameterized by the type of the value associated with the annotation.CoreMaps.Counters.Pairs
LinearClassifierFactory.crossValidateSetSigma(GeneralDataset, int) with 5-fold cross-validation.
LinearClassifierFactory.crossValidateSetSigma(GeneralDataset, int, Scorer, LineSearcher) with
multi-class log-likelihood scoring (see MultiClassAccuracyStats) and golden-section line search
(see GoldenSectionLineSearch).
scorer.
ClassifierFactory that incrementally
builds a more memory-efficient representation of a List of
Datum objects for the purposes of training a Classifier
with a ClassifierFactory.Counters.DoubleAD was created to extend the
current calculations of gradient to automatically include a calculation of the
hessian vector product with another vector v.FileReader
but allows for the specification of input encoding.System.err (without stopping timer).
ValueLabels is defined in the first instance
as equality of their String value().
accept method.Dataset and RVFDataset.Distribution instead of using this method.
HasCategory interface
knows about categories.ArrayCoreMap with an immutable set of key,value
pairs that is used for equality and hashcode comparisons.HasLemma interface
knows about lemmas.HasOffset interface
bears a offset reference to the original textHasTag interface
knows about part-of-speech tags.HasWord interface
knows about words.scorer.
Set such that each element in the returned set
is a unique object e' that .equals the corresponding element e in the
original set.
Set such that each element in the returned set
is a unique object e' that .equals the corresponding element e in the
original set.
Collection with the given glue.
Label interface can act as a
constituent, node, or word label with linguistic attributes.LabelFactory object acts as a factory for creating
objects of class Label, or some descendant class.StringLabel).
TaggedWord).
Word).
TaggedWord).
TaggedWord).
WordLemmaTag .
loadFromFilename, and is intended to be included in a routine
that unpacks a text-serialized form of an object that incorporates an Index.
fromIndex, inclusive, and
toIndex, exclusive, of an array of numbers, which are
themselves input in log form.
fromIndex, inclusive, and
toIndex, exclusive, of an array of numbers, which are
themselves input in log form.
java edu.stanford.nlp.process.WordShapeClassifier
[-wordShape name] string+ name is an argument to lookupShaper.
int values.
float values.
double values.
float values.
double values.
function starting at initial, within
functionTolerance.
function starting at initial, within
functionTolerance.
String as the
value.
String as the value, and
the type determined in an implementation-dependent way from the
options value.
Label, where the label is formed from
the Label object passed in.
String as the "name".
String as the "name".
StringLabel, where the label is
formed from
the Label object passed in.
String as the value (word).
String as a value component.
TaggedWord Label, where the label is
formed from
the Label object passed in.
String passed in.
String passed in.
Word Label, where the label is
formed from
the Label object passed in.
String as the value (word).
String as a value component.
WordLemmaTag Label, where the label is
formed from the Label object passed in.
String as the value (word).
String as a value component.
WordTag Label, where the label is
formed from
the Label object passed in.
String as the "name".
String passed in.
String passed in.
String passed in.
String passed in.
Collection.
Collection.
List of indexed objects, in the order of their indices.
List of indexed objects, in the order of their indices.
Dataset.printSparseFeatureMatrix()
to System.out.
RVFDataset.printSparseFeatureMatrix(PrintWriter) to System.out.
add(), changePriority(),
removeFirst(), and getFirst() method calls.UnupportedOperationException.
System.err (without stopping timer).
System.err and restart timer.
num
num
num
IOException.ClassifierFactory that incrementally builds
a more memory-efficient representation of a List of RVFDatum
objects for the purposes of training a Classifier with a
ClassifierFactory.Random number generator.
Random
number generator
LogConditionalObjectiveFunction.
String
representing the
complete contents of the label.
String
representing the
complete contents of the label.
String passed in.
String passed in.
LineSearcher to be used in LinearClassifierFactory.heldOutSetSigma(GeneralDataset, GeneralDataset).
QNMinimizer.
tuneSigmaCV flag: when turned on,
the sigma is tuned by cross-validation.
tuneSigma flag: when turned on,
the sigma is tuned by cross-validation.
tuneSigmaHeldOut flag: when turned on,
the sigma is tuned by means of held-out (70%-30%).
useSum flag: when turned on,
the Summed Conditional Objective Function is used.
CGMinimizer.
Datums) in the Dataset.
SloppyMath contains methods for performing basic
numeric operations.ann to the given CoreLabel.
System.err and stop timer.
StringLabel object acts as a Label by containing a
single String, which it sets or returns in response to requests.StringLabel with a null content (i.e., str).
StringLabel with the given content.
StringLabel with the given content.
StringLabel with the
value() of another label as its label.
StringLabelFactory object makes a simple
StringLabel out of a String.fromIndex, inclusive, and toIndex, exclusive.
TaggedWord object contains a word and its tag.TaggedWord.
TaggedWord.
TaggedWord.
TaggedWord.
TaggedWord.
TaggedWordFactory acts as a factory for creating objects of
class TaggedWord.TaggedWordFactory.
TaggedWordFactory.
System.err and restart (static) timer.
PriorityQueue whose elements are
the keys of Counter c, and the score of each key in c becomes its priority.
String representation of the k keys
with the largest counts in the given Counter, using the given
format string.
Collection of Datum objects and gives you back a
Classifier trained on it.
Reference to a Collection of Datum
objects and gives you back a Classifier trained on them
Classifier on a Dataset.
CGMinimizer, with the passed verbose flag.
CGMinimizer.
ValueLabel object acts as a Label with linguistic
attributes.Word object acts as a Label by containing a String.null value.
Label interface.
WordFactory acts as a factory for creating objects of
class Word.WordLemmaTag.
WordLemmaTag.
WordLemmaTag from a Label.
WordLemmaTagFactory acts as a factory for creating
objects of class WordLemmaTag.WordLemmaTagFactory.
WordLemmaTagFactory.
WordTag.
WordTag from a Label.
WordTagFactory acts as a factory for creating
objects of class WordTag.WordTagFactory.
WordTagFactory.
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