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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.
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