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I

i - Static variable in class jml.optimization.LBFGSOnSimplex
 
I_z - Static variable in class jml.optimization.LBFGSOnSimplex
 
IDLabelMap - Variable in class jml.classification.Classifier
An ID to integer label mapping array.
IDLabelMap - Variable in class jml.classification.MaxEntModel
An ID to integer label mapping array.
IdxStart - Static variable in class jml.topics.Corpus
The starting index for LDA_Blei input data.
indicatorMatrix - Variable in class jml.clustering.Clustering
Cluster indicator matrix (nSample x nClus).
indicatorMatrix - Variable in class jml.topics.TopicModel
A N-by-K matrix holding document--topic associations.
inf - Static variable in class jml.matlab.Matlab
A constant holding the positive infinity of type double.
initialize(RealMatrix) - Method in class jml.clustering.Clustering
Initialize the indicator matrix.
initialize(RealMatrix) - Method in class jml.clustering.L1NMF
 
initialize(RealMatrix) - Method in class jml.clustering.LLNMF
 
initialize(RealMatrix) - Method in class jml.clustering.MRNMF
 
initialize(RealMatrix) - Method in class jml.clustering.SpectralClustering
For spectral clustering, we don't need initialization in the current implementation.
initialize() - Method in class jml.graph.cut.GraphCut
Initialization.
initialize() - Method in class jml.graph.cut.MinMaxCut
 
initialize() - Method in class jml.graph.cut.NormalizedCut
 
initialize() - Method in class jml.graph.cut.RatioCut
 
initializeA() - Method in class jml.sequence.HMM
 
initializeB() - Method in class jml.sequence.HMM
 
initializePi() - Method in class jml.sequence.HMM
 
initializer - Variable in class jml.clustering.L1NMF
 
initialState(int) - Method in class jml.topics.LdaGibbsSampler
Initialization: Must start with an assignment of observations to topics ? Many alternatives are possible, I chose to perform random assignments with equal probabilities.
innerProduct(RealMatrix, RealMatrix) - Static method in class jml.matlab.Matlab
Compute the inner product between two matrices (vectors could be viewed as column matrices).
inverse(RealMatrix) - Static method in class jml.matlab.Matlab
Compute the inverse (or pseudo-inverse) of the decomposed matrix A.
isinf(RealMatrix) - Static method in class jml.matlab.Matlab
returns an array that contains 1's where the elements of X are +Inf or -Inf and 0's where they are not.
isnan(RealMatrix) - Static method in class jml.matlab.Matlab
Returns an array that contains 1's where the elements of X are NaN's and 0's where they are not.
isNonSingular() - Method in class jml.matlab.utils.SingularValueDecompositionImpl.Solver
Check if the decomposed matrix is non-singular.
Isomap - Class in jml.subspace
Isomap.
Isomap(int) - Constructor for class jml.subspace.Isomap
Constructor.
Isomap(int, int) - Constructor for class jml.subspace.Isomap
Constructor.
iterations - Variable in class jml.options.LDAOptions
 
ITERATIONS - Static variable in class jml.topics.LdaGibbsSampler
max iterations
IX - Variable in class jml.matlab.utils.SortResult
 

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