lnsc
Class DataNames

java.lang.Object
  |
  +--lnsc.DataNames

Direct Known Subclasses:

LSTMDataNames

public class DataNames

extends java.lang.Object

This class contains constants for reserved keywords used by the package to store and retrieve data in a DataSet or in a DataSetCollection.

Since:

1.0

See Also:

DataSet, DataSetCollection

Field Summary

static java.lang.String	ANALYSIS
static java.lang.String	BEST_CANDIDATE
static java.lang.String	BEST_SCORE
static java.lang.String	CANDIDATE_COVARIANCES
static java.lang.String	CANDIDATE_DERIVATIVES
static java.lang.String	CANDIDATE_OPTIMIZATIONS
static java.lang.String	CANDIDATE_SCORES
static java.lang.String	CANDIDATE_VALUES
static java.lang.String	CANDIDATE_WEIGHTS
static java.lang.String	DERIVATIVES An array of the form double[p][o][i] where p is usually defined by PATTERN_COUNT, o by FunctionalUnit.getOutputCount(), and i by FunctionalUnit.getInputCount().
static java.lang.String[]	EMPTY_RECORDLIST Defines an empty record list.
static java.lang.String	ENDPHASE_ANALYSIS
static java.lang.String	EPOCH
static java.lang.String	ERROR_PATTERNS An array of the form double[p][o] where p is usually defined by PATTERN_COUNT and o by FunctionalUnit.getOutputCount().
static java.lang.String	EXTRA_DATA A DataSetCollection where the number of pattern is usually defined by PATTERN_COUNT.
static java.lang.String	FAHLMAN_SUM_SQUARED_ERROR
static java.lang.String	GRADIENT
static java.lang.String	GRADIENTS
static java.lang.String	HIDDEN_DERIVATIVES
static java.lang.String	HIDDEN_SECOND_DERIVATIVES
static java.lang.String	INPUT_PATTERNS An array of the form double[p][i] where p is usually defined by PATTERN_COUNT and i by FunctionalUnit.getInputCount().
static java.lang.String	INSTALLED_CANDIDATE_NAME
static java.lang.String	INTERMEDIATE_OUTPUTS
static java.lang.String	INTERNAL_DERIVATIVES
static java.lang.String	INTERNAL_OUTPUTS
static java.lang.String	INTERNAL_SECOND_DERIVATIVES
static java.lang.String	LAYER_DERIVATIVES
static java.lang.String	LAYER_OUTPUTS
static java.lang.String	MEAN_ERROR
static java.lang.String	NET_INPUT
static java.lang.String	OPTIMIZATION
static java.lang.String	OUTPUT_PATTERNS An array of the form double[p][o] where p is usually defined by PATTERN_COUNT and o by FunctionalUnit.getOutputCount().
static java.lang.String	OUTPUT_WEIGHTS
static java.lang.String	OUTPUTLAYER_DERIVATIVES
static java.lang.String	OUTPUTLAYER_SECOND_DERIVATIVES
static java.lang.String	PARAMETER_DERIVATIVES An array of the form double[p][o][k] where p is usually defined by PATTERN_COUNT, o by FunctionalUnit.getOutputCount(), and k by FunctionalUnit2#getParameterCount.
static java.lang.String	PARAMETER_SECOND_DERIVATIVES An array of the form double[p][o][k][k] where p is usually defined by PATTERN_COUNT, o by FunctionalUnit.getOutputCount(), k by FunctionalUnit2#getParameterCount.
static java.lang.String	PARAMETERS An array of the form double[p][k] where p is usually defined by PATTERN_COUNT, k by FunctionalUnit2#getParameterCount.
static java.lang.String	PATTERN_COUNT An Integer indicating the number of patterns.
static java.lang.String	PHASE
static java.lang.String	SECOND_DERIVATIVES An array of the form double[p][o][i][i] where p is usually defined by PATTERN_COUNT, o by FunctionalUnit.getOutputCount(), and i by FunctionalUnit.getInputCount().
static java.lang.String	STAT_CONTRIBUTIONS
static java.lang.String	STAT_CORR_MATRIX
static java.lang.String	STAT_COV_MATRIX
static java.lang.String	STAT_ERROR_BITS
static java.lang.String	STAT_FAHLMAN_ERROR_PAT
static java.lang.String	STAT_FROBENIUS_NORM
static java.lang.String	STAT_HALFMSE
static java.lang.String	STAT_HALFSSE
static java.lang.String	STAT_LOGSSE
static java.lang.String	STAT_MEAN_SQUARED
static java.lang.String	STAT_MEAN_VECTOR
static java.lang.String	STAT_MSE
static java.lang.String	STAT_NORM_COV
static java.lang.String	STAT_SSE
static java.lang.String	STAT_SUM_SQUARED
static java.lang.String	STAT_TRS
static java.lang.String	STOPPING_REASON
static java.lang.String	SUM_SQUARED_ERROR
static java.lang.String	TARGET_PATTERNS An array of the form double[p][o][i][i] where p is usually defined by PATTERN_COUNT and o by FunctionalUnit.getOutputCount().
static java.lang.String	TEST_SET A DataSet containing at least INPUT_PATTERNS, TARGET_PATTERNS and PATTERN_COUNT.
static java.lang.String	TRAIN_SET A DataSet containing at least INPUT_PATTERNS, TARGET_PATTERNS and PATTERN_COUNT.
static java.lang.String	UPDATE_VALUES
static java.lang.String	VALUE
static java.lang.String	VARIABLE_CHANGES
static java.lang.String	VARIABLES
static java.lang.String	WEIGHT_UPDATE_COUNT

Method Summary

static java.lang.String[]	concat(java.lang.String[] list1, java.lang.String[] list2) Concatenates two lists of keywords in one.
static boolean	isMember(java.lang.String keyword, java.lang.String[] keywordsList) Indicates whether a given keyword is a member of a given keyword list.

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

ANALYSIS

public static final java.lang.String ANALYSIS

See Also:

Constant Field Values

BEST_CANDIDATE

public static final java.lang.String BEST_CANDIDATE

See Also:

Constant Field Values

BEST_SCORE

public static final java.lang.String BEST_SCORE

See Also:

Constant Field Values

CANDIDATE_COVARIANCES

public static final java.lang.String CANDIDATE_COVARIANCES

See Also:

Constant Field Values

CANDIDATE_DERIVATIVES

public static final java.lang.String CANDIDATE_DERIVATIVES

See Also:

Constant Field Values

CANDIDATE_OPTIMIZATIONS

public static final java.lang.String CANDIDATE_OPTIMIZATIONS

See Also:

Constant Field Values

CANDIDATE_SCORES

public static final java.lang.String CANDIDATE_SCORES

See Also:

Constant Field Values

CANDIDATE_VALUES

public static final java.lang.String CANDIDATE_VALUES

See Also:

Constant Field Values

CANDIDATE_WEIGHTS

public static final java.lang.String CANDIDATE_WEIGHTS

See Also:

Constant Field Values

DERIVATIVES

public static final java.lang.String DERIVATIVES

An array of the form double[p][o][i] where p is usually defined by PATTERN_COUNT, o by FunctionalUnit.getOutputCount(), and i by FunctionalUnit.getInputCount().

See Also:

FunctionalUnit.processPattern(double[], boolean, boolean), Constant Field Values

EMPTY_RECORDLIST

public static final java.lang.String[] EMPTY_RECORDLIST

Defines an empty record list.

ENDPHASE_ANALYSIS

public static final java.lang.String ENDPHASE_ANALYSIS

See Also:

Constant Field Values

EPOCH

public static final java.lang.String EPOCH

See Also:

Constant Field Values

ERROR_PATTERNS

public static final java.lang.String ERROR_PATTERNS

An array of the form double[p][o] where p is usually defined by PATTERN_COUNT and o by FunctionalUnit.getOutputCount(). It is usually the elementwise subtraction of OUTPUT_PATTERNS minus TARGET_PATTERNS.

See Also:

FunctionalUnit.processPattern(double[], boolean, boolean), Constant Field Values

EXTRA_DATA

public static final java.lang.String EXTRA_DATA

A DataSetCollection where the number of pattern is usually defined by PATTERN_COUNT. It is usually the elementwise to the INPUT_PATTERNS array.

See Also:

FunctionalUnit2#processPattern, Constant Field Values

FAHLMAN_SUM_SQUARED_ERROR

public static final java.lang.String FAHLMAN_SUM_SQUARED_ERROR

See Also:

Constant Field Values

GRADIENT

public static final java.lang.String GRADIENT

See Also:

Constant Field Values

GRADIENTS

public static final java.lang.String GRADIENTS

See Also:

Constant Field Values

HIDDEN_DERIVATIVES

public static final java.lang.String HIDDEN_DERIVATIVES

See Also:

Constant Field Values

HIDDEN_SECOND_DERIVATIVES

public static final java.lang.String HIDDEN_SECOND_DERIVATIVES

See Also:

Constant Field Values

INPUT_PATTERNS

public static final java.lang.String INPUT_PATTERNS

An array of the form double[p][i] where p is usually defined by PATTERN_COUNT and i by FunctionalUnit.getInputCount().

See Also:

FunctionalUnit.processPattern(double[], boolean, boolean), Constant Field Values

INSTALLED_CANDIDATE_NAME

public static final java.lang.String INSTALLED_CANDIDATE_NAME

See Also:

Constant Field Values

INTERMEDIATE_OUTPUTS

public static final java.lang.String INTERMEDIATE_OUTPUTS

See Also:

Constant Field Values

INTERNAL_DERIVATIVES

public static final java.lang.String INTERNAL_DERIVATIVES

See Also:

Constant Field Values

INTERNAL_OUTPUTS

public static final java.lang.String INTERNAL_OUTPUTS

See Also:

Constant Field Values

INTERNAL_SECOND_DERIVATIVES

public static final java.lang.String INTERNAL_SECOND_DERIVATIVES

See Also:

Constant Field Values

LAYER_DERIVATIVES

public static final java.lang.String LAYER_DERIVATIVES

See Also:

Constant Field Values

LAYER_OUTPUTS

public static final java.lang.String LAYER_OUTPUTS

See Also:

Constant Field Values

MEAN_ERROR

public static final java.lang.String MEAN_ERROR

See Also:

Constant Field Values

NET_INPUT

public static final java.lang.String NET_INPUT

See Also:

Constant Field Values

OPTIMIZATION

public static final java.lang.String OPTIMIZATION

See Also:

Constant Field Values

OUTPUT_PATTERNS

public static final java.lang.String OUTPUT_PATTERNS

An array of the form double[p][o] where p is usually defined by PATTERN_COUNT and o by FunctionalUnit.getOutputCount().

See Also:

FunctionalUnit.processPattern(double[], boolean, boolean), Constant Field Values

OUTPUT_WEIGHTS

public static final java.lang.String OUTPUT_WEIGHTS

See Also:

Constant Field Values

OUTPUTLAYER_DERIVATIVES

public static final java.lang.String OUTPUTLAYER_DERIVATIVES

See Also:

Constant Field Values

OUTPUTLAYER_SECOND_DERIVATIVES

public static final java.lang.String OUTPUTLAYER_SECOND_DERIVATIVES

See Also:

Constant Field Values

PARAMETER_DERIVATIVES

public static final java.lang.String PARAMETER_DERIVATIVES

An array of the form double[p][o][k] where p is usually defined by PATTERN_COUNT, o by FunctionalUnit.getOutputCount(), and k by FunctionalUnit2#getParameterCount.

See Also:

FunctionalUnit.processPattern(double[], boolean, boolean), Constant Field Values

PARAMETER_SECOND_DERIVATIVES

public static final java.lang.String PARAMETER_SECOND_DERIVATIVES

An array of the form double[p][o][k][k] where p is usually defined by PATTERN_COUNT, o by FunctionalUnit.getOutputCount(), k by FunctionalUnit2#getParameterCount.

See Also:

FunctionalUnit.processPattern(double[], boolean, boolean), Constant Field Values

PARAMETERS

public static final java.lang.String PARAMETERS

An array of the form double[p][k] where p is usually defined by PATTERN_COUNT, k by FunctionalUnit2#getParameterCount.

See Also:

FunctionalUnit.processPattern(double[], boolean, boolean), Constant Field Values

PATTERN_COUNT

public static final java.lang.String PATTERN_COUNT

An Integer indicating the number of patterns.

See Also:

FunctionalUnit.processPattern(double[], boolean, boolean), Constant Field Values

PHASE

public static final java.lang.String PHASE

See Also:

Constant Field Values

SECOND_DERIVATIVES

public static final java.lang.String SECOND_DERIVATIVES

An array of the form double[p][o][i][i] where p is usually defined by PATTERN_COUNT, o by FunctionalUnit.getOutputCount(), and i by FunctionalUnit.getInputCount().

See Also:

FunctionalUnit.processPattern(double[], boolean, boolean), Constant Field Values

STAT_CONTRIBUTIONS

public static final java.lang.String STAT_CONTRIBUTIONS

See Also:

Constant Field Values

STAT_CORR_MATRIX

public static final java.lang.String STAT_CORR_MATRIX

See Also:

Constant Field Values

STAT_COV_MATRIX

public static final java.lang.String STAT_COV_MATRIX

See Also:

Constant Field Values

STAT_ERROR_BITS

public static final java.lang.String STAT_ERROR_BITS

See Also:

Constant Field Values

STAT_FAHLMAN_ERROR_PAT

public static final java.lang.String STAT_FAHLMAN_ERROR_PAT

See Also:

Constant Field Values

STAT_FROBENIUS_NORM

public static final java.lang.String STAT_FROBENIUS_NORM

See Also:

Constant Field Values

STAT_HALFMSE

public static final java.lang.String STAT_HALFMSE

See Also:

Constant Field Values

STAT_HALFSSE

public static final java.lang.String STAT_HALFSSE

See Also:

Constant Field Values

STAT_LOGSSE

public static final java.lang.String STAT_LOGSSE

See Also:

Constant Field Values

STAT_MEAN_SQUARED

public static final java.lang.String STAT_MEAN_SQUARED

See Also:

Constant Field Values

STAT_MEAN_VECTOR

public static final java.lang.String STAT_MEAN_VECTOR

See Also:

Constant Field Values

STAT_MSE

public static final java.lang.String STAT_MSE

See Also:

Constant Field Values

STAT_NORM_COV

public static final java.lang.String STAT_NORM_COV

See Also:

Constant Field Values

STAT_SSE

public static final java.lang.String STAT_SSE

See Also:

Constant Field Values

STAT_SUM_SQUARED

public static final java.lang.String STAT_SUM_SQUARED

See Also:

Constant Field Values

STAT_TRS

public static final java.lang.String STAT_TRS

See Also:

Constant Field Values

STOPPING_REASON

public static final java.lang.String STOPPING_REASON

See Also:

Constant Field Values

SUM_SQUARED_ERROR

public static final java.lang.String SUM_SQUARED_ERROR

See Also:

Constant Field Values

TARGET_PATTERNS

public static final java.lang.String TARGET_PATTERNS

An array of the form double[p][o][i][i] where p is usually defined by PATTERN_COUNT and o by FunctionalUnit.getOutputCount().

See Also:

FunctionalUnit.processPattern(double[], boolean, boolean), Constant Field Values

TEST_SET

public static final java.lang.String TEST_SET

A DataSet containing at least INPUT_PATTERNS, TARGET_PATTERNS and PATTERN_COUNT.

See Also:

Constant Field Values

TRAIN_SET

public static final java.lang.String TRAIN_SET

A DataSet containing at least INPUT_PATTERNS, TARGET_PATTERNS and PATTERN_COUNT.

See Also:

Constant Field Values

UPDATE_VALUES

public static final java.lang.String UPDATE_VALUES

See Also:

Constant Field Values

VALUE

public static final java.lang.String VALUE

See Also:

Constant Field Values

VARIABLE_CHANGES

public static final java.lang.String VARIABLE_CHANGES

See Also:

Constant Field Values

VARIABLES

public static final java.lang.String VARIABLES

See Also:

Constant Field Values

WEIGHT_UPDATE_COUNT

public static final java.lang.String WEIGHT_UPDATE_COUNT

See Also:

Constant Field Values

Method Detail

concat

public static java.lang.String[] concat(java.lang.String[] list1,
                                        java.lang.String[] list2)

Concatenates two lists of keywords in one. Repetitions are not removed.

Parameters:

list1 - The first list

list2 - The second list

Returns:

The concatenation of the lists.

isMember

public static boolean isMember(java.lang.String keyword,
                               java.lang.String[] keywordsList)

Indicates whether a given keyword is a member of a given keyword list.

Parameters:

keyword - The keyword to search for

Returns:

true if the keyword is in the list