Serialized Form

Package io.bhagat.ai.supervised
- Class io.bhagat.ai.supervised.DataSet extends java.util.ArrayList<DataPoint> implements Serializable
  
  serialVersionUID:
  
  -165470935915737585L
- Class io.bhagat.ai.supervised.NeuralNetwork extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  140349252948361896L
  - Serialization Methods
    - readObject
      
      private void readObject(java.io.ObjectInputStream in) throws java.io.IOException, java.lang.ClassNotFoundException
      
      Throws:
      
      java.io.IOException
      
      java.lang.ClassNotFoundException
  - Serialized Fields
    - activationFunction
      
      SerializableFunction<java.lang.Double,java.lang.Double> activationFunction
      
      the activation function
    - bias
      
      Matrix[] bias
      
      the bias for each layer
    - learingRate
      
      double learingRate
      
      the learning rate
    - numOfInputs
      
      int numOfInputs
      
      the number of inputs
    - numOfOutputs
      
      int numOfOutputs
      
      the number of outputs
    - numsOfHiddens
      
      int[] numsOfHiddens
      
      the number of hidden nodes in each hidden layer
    - shape
      
      int[] shape
      
      an array defining the shape of the network
    - weights
      
      Matrix[] weights
      
      the weights for each layer
Package io.bhagat.ai.unsupervised
- Class io.bhagat.ai.unsupervised.KMeans extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  6680228612577440517L
  - Serialized Fields
    - clusters
      
      Vector[] clusters
    - iterations
      
      int iterations
      
      the number of iterations to run the algorithm
    - k
      
      int k
      
      the number of clusters to find
- Class io.bhagat.ai.unsupervised.PrincipalComponentAnalysis extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  -9142869462576885711L
  - Serialized Fields
    - C
      
      Matrix C
    - curNumOfDimensions
      
      int curNumOfDimensions
      
      the current number of dimensions
    - data
      
      Matrix data
    - defaultThreshold
      
      double defaultThreshold
      
      the default threshold to decide whether a component has enough variance
    - eigenvalues
      
      double[] eigenvalues
    - eigenvectors
      
      Vector[] eigenvectors
    - X
      
      Matrix X
Package io.bhagat.math
- Class io.bhagat.math.SerializableFunction extends Function<E,T> implements Serializable
  
  serialVersionUID:
  
  -6470164062572640038L
Package io.bhagat.math.linearalgebra
- Class io.bhagat.math.linearalgebra.Matrix extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  -2338642716375039134L
  - Serialized Fields
    - columns
      
      int columns
      
      the number of columns in the matrix;
    - data
      
      double[][] data
      
      a 2D double array storing to internal data of the Matrix
    - rows
      
      int rows
      
      the number of rows in the matrix;
- Class io.bhagat.math.linearalgebra.Matrix.IndexNotInMatrixException extends java.lang.RuntimeException implements Serializable
  
  serialVersionUID:
  
  3791970450162818362L
- Class io.bhagat.math.linearalgebra.Matrix.InvalidShapeException extends java.lang.RuntimeException implements Serializable
  
  serialVersionUID:
  
  -2816000331326375159L
- Class io.bhagat.math.linearalgebra.Matrix.OuterProductSVD extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  820930237908595734L
  - Serialized Fields
    - singularValues
      
      double[] singularValues
    - us
      
      Vector[] us
    - vs
      
      Vector[] vs
- Class io.bhagat.math.linearalgebra.Vector extends java.lang.Object implements Serializable
  
  serialVersionUID:
  
  2667761682263393533L
  - Serialized Fields
    - data
      
      double[] data
      
      the array storing the data of the vector
    - size
      
      int size
      
      the length of the stored data
- Class io.bhagat.math.linearalgebra.Vector.InvalidLengthException extends java.lang.RuntimeException implements Serializable
  
  serialVersionUID:
  
  5801480752473538001L
- Class io.bhagat.math.linearalgebra.Vector.OutOfDimensionsException extends java.lang.RuntimeException implements Serializable
  
  serialVersionUID:
  
  -8587068956721809878L
Package io.bhagat.math.statistics
- Class io.bhagat.math.statistics.Distribution.InvalidInputException extends java.lang.RuntimeException implements Serializable
  
  serialVersionUID:
  
  4357416092128140927L
- Class io.bhagat.math.statistics.QuantitativeDataList extends java.util.ArrayList<java.lang.Double> implements Serializable
  
  serialVersionUID:
  
  1229037288513585530L
Package io.bhagat.util
- Class io.bhagat.util.ArrayUtil.InvalidSizeException extends java.lang.RuntimeException implements Serializable
  
  serialVersionUID:
  
  2509329868857094933L

Serialized Form

Package io.bhagat.ai.supervised

Class io.bhagat.ai.supervised.DataSet extends java.util.ArrayList<DataPoint> implements Serializable

Class io.bhagat.ai.supervised.NeuralNetwork extends java.lang.Object implements Serializable

Serialization Methods

readObject

Serialized Fields

activationFunction

bias

learingRate

numOfInputs

numOfOutputs

numsOfHiddens

shape

weights

Package io.bhagat.ai.unsupervised

Class io.bhagat.ai.unsupervised.KMeans extends java.lang.Object implements Serializable

Serialized Fields

clusters

iterations

k

Class io.bhagat.ai.unsupervised.PrincipalComponentAnalysis extends java.lang.Object implements Serializable

Serialized Fields

C

curNumOfDimensions

data

defaultThreshold

eigenvalues

eigenvectors

X

Package io.bhagat.math

Class io.bhagat.math.SerializableFunction extends Function<E,​T> implements Serializable

Package io.bhagat.math.linearalgebra

Class io.bhagat.math.linearalgebra.Matrix extends java.lang.Object implements Serializable

Serialized Fields

columns

data

rows

Class io.bhagat.math.linearalgebra.Matrix.IndexNotInMatrixException extends java.lang.RuntimeException implements Serializable

Class io.bhagat.math.linearalgebra.Matrix.InvalidShapeException extends java.lang.RuntimeException implements Serializable

Class io.bhagat.math.linearalgebra.Matrix.OuterProductSVD extends java.lang.Object implements Serializable

Serialized Fields

singularValues

us

vs

Class io.bhagat.math.linearalgebra.Vector extends java.lang.Object implements Serializable

Serialized Fields

data

size

Class io.bhagat.math.linearalgebra.Vector.InvalidLengthException extends java.lang.RuntimeException implements Serializable

Class io.bhagat.math.linearalgebra.Vector.OutOfDimensionsException extends java.lang.RuntimeException implements Serializable

Package io.bhagat.math.statistics

Class io.bhagat.math.statistics.Distribution.InvalidInputException extends java.lang.RuntimeException implements Serializable

Class io.bhagat.math.statistics.QuantitativeDataList extends java.util.ArrayList<java.lang.Double> implements Serializable

Package io.bhagat.util

Class io.bhagat.util.ArrayUtil.InvalidSizeException extends java.lang.RuntimeException implements Serializable

Class io.bhagat.math.SerializableFunction extends Function<E,T> implements Serializable