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DataProvider/Text/TextAsWBBProvider

   TextAsWBBProvider 2 is a string processing class that transform a text into a matrix. Each line of the generated matrix is a vector representation of a word in the text. The generated matrix is unique per word sequence (bijection between set of word sequence and set of matrix). The matrix can then be used for Natural Language Processing purpose.


Example: For the dictionary: "I", "am", "programmer", "no", "life" The generated matrix for the text "Programmer no life" would be:
0 0 1 0 0
0 0 0 1 0
0 0 0 0 1

DataProvider/Text/TextDataProvider Like TextAsWBBProvider, TextDataProvider transform a text into a matrix but is character based instead of word based. It use ASCI code to transform each word of the into vector. Fournit les données nécessaires au traitement des données de type texte DataProvider/AbstractDataProvider AbstractDataProvider is the abstract parent class for any character sequence processing class. DataProvider/DataChain

DataChain is a data structure utility that prepare a set of processed text data for on chain submission to a network or statistical prediction system

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DataProvider/File/Bitmap/Reader/AbstractImageReader

AbstractImageReader is an abstract parent class for any class that is designed to read and decode a compressed or uncompressed image data from a given format into a bitmap. AbstractImageReader is performance oriented interface that help to read, decode and store only the needed data from the image.

DataProvider/File/Bitmap/Reader/BmpImageReader

BmpImageReader is a child class of AbstractImageReader that focus on BMP image reading.

DataProvider/File/Bitmap/Reader/JpegImageReader

JpegImageReader is a child class of AbstractImageReader that focus on JPEG image reading.

DataProvider/File/Bitmap/Reader/Reader

Reader is an interface that hold all image reader header for usage.

DataProvider/File/Bitmap/Writer/AbstractImageWriter

AbstractImageWriter is an abstract parent class for any class that is designed to encode and write a bitmap into a file for a given format.

DataProvider/File/Bitmap/Writer/BmpImageWriter

BmpImageWriter is a child class of AbstractImageWriter that focus on BMP image writing.

DataProvider/File/Bitmap/Writer/JpegImageWriter

JpegImageWriter is a child class of AbstractImageWriter that focus on JPEG image writing.

DataProvider/File/Bitmap/Writer/PngImageWriter

PngImageWriter is a child class of AbstractImageWriter that focus on PNG image writing.

DataProvider/File/Bitmap/Bitmap

Bitmap class is a representation of bitmap image. It also include some matrix transformation for images.

DataProvider/File/Bitmap/BitmapColorTable

BitmapColorTable is a class that store the color table a given bitmap.

DataProvider/File/Bitmap/BitmapFactory

BitmapFactory is a class that include commun image I/O, encoding and decoding tools.

DataProvider/File/Bitmap/Pixel

Pixel is a class representation of image rgba based pixel.

DataProvider/File/Bitmap/Rgba

Rgba is a class representation of rgba color system.

DataProvider/File/Bitmap/Matrix/MatrixBase

MatrixBase is a class representation of matrix. It also include most matrix operation and transformation.

DataProvider/File/Bitmap/File

File is a class that include commun file I/O tools.

DataProvider/File/Maths/Matrix/Matrix

Matrix is a class representation of matrix. It also include most matrix operation and transformation.

DataProvider/File/Maths/Matrix/MatrixBase

MatrixBase is a class representation of matrix. It also include most matrix operation and transformation.

DataProvider/File/Maths/Vector/VectorBase

VectorBase is a class representation of vector. It also include most vector operation and transformation.

DataProvider/File/NeuralNetwork/Layer/Conv/Conv1DLayer

Conv1DLayer is a class representation of 1D Convolutional Layer in Artificial Neural Network. Conv1DLayer is usually used for 1 dimensional data.

DataProvider/File/NeuralNetwork/Layer/Conv/Conv2DLayer

Conv2DLayer is a class representation of 2D Convolutional Layer in Artificial Neural Network. Conv2DLayer is usually used for 2 dimensional data.

DataProvider/File/NeuralNetwork/Layer/Conv/Conv3DLayer

Conv3DLayer is a class representation of 3D Convolutional Layer in Artificial Neural Network. Conv3DLayer is usually used for 3 dimensional data.

DataProvider/File/NeuralNetwork/Layer/Conv/MaxPooling1DLayer

MaxPooling1DLayer is a class representation of MaxPooling 1D layer in Artificial Neural Network (ANN).

DataProvider/File/NeuralNetwork/Layer/Neurone/Activation/AbstractActivation

AbstractActivation is a parent abstract class of all activation function in Jacobit.

DataProvider/File/NeuralNetwork/Layer/Neurone/Activation/HyperbolicTangentActivation

HyperbolicTangentActivation is a class representation of HyperbolicTangent activation function in Artificial Neural Network (ANN).

DataProvider/File/NeuralNetwork/Layer/Neurone/Activation/ReLUActivation

ReLUActivation is a class representation of ReLu activation function in Artificial Neural Network (ANN).

DataProvider/File/NeuralNetwork/Layer/Neurone/Activation/SigmoidActivation

SigmoidActivation is a class representation of Sigmoid activation function in Artificial Neural Network (ANN).

DataProvider/File/NeuralNetwork/Layer/Neurone/Activation/Softmax

Softmax is a class representation of Softmax activation function in Artificial Neural Network (ANN).

DataProvider/File/NeuralNetwork/Layer/Neurone/Optimization

A directory where optimization algorithms are implemented.

DataProvider/File/NeuralNetwork/Layer/Neurone/Neurone

Neurone is class representation of Neurone in Artificial Neural Network (ANN).

DataProvider/File/NeuralNetwork/Layer/Neurone/NeuroneGuest

NeuroneGuest is class representation of guess Neurone in Artificial Neural Network (ANN). The "Guess Neurone" concept is introduced to name the relationship between a given neurone and the one to which it's connected in previous layer.

DataProvider/File/NeuralNetwork/Layer/RNN/Neurone/RNNNeurone

RNNNeurone is a class representation of neurone in Recurrent Layer in Artificial Neural Network (ANN).

DataProvider/File/NeuralNetwork/Layer/RNN/SimpleRNNLayer

SimpleRNNLayer is a class representation of Recurrent Layer in Artificial Neural Network (ANN).

DataProvider/File/NeuralNetwork/Layer/Transformer/AbstractTransformerLayer

AbstractTransformerLayer is a parent abstract class of all Transformer Layer in Artificial Neural Network (ANN).

DataProvider/File/NeuralNetwork/Layer/AbstractLayer

AbstractLayer is a parent abstract class of all Layer in Artificial Neural Network (ANN).

DataProvider/File/NeuralNetwork/Layer/DenseLayer

DenseLayer is a class representation of Full Connected Layer in Artificial Neural Network (ANN). In DenseLayer, each neurone is connected to all neurone in previous layer.

DataProvider/File/NeuralNetwork/Layer/InputLayer

InputLayer is a class representation of Input Layer in Artificial Neural Network (ANN).

DataProvider/File/NeuralNetwork/Layer/SoftmaxLayer

SoftmaxLayer is a class representation of a Layer with Softmax activation in Artificial Neural Network (ANN).

DataProvider/File/NeuralNetwork/AbstractNeuralNetwork

AbstractNeuralNetwork is a parent abstract class of all Neural Network representation in Jacobit.

DataProvider/File/NeuralNetwork/FullConnectedNeuralNetwork

FullConnectedNeuralNetwork is a class representation of a Atificial Neural Network in which all Layer are Full Connected.

DataProvider/File/NeuralNetwork/NeuralNetwork

NeuralNetwork is a class representation of standard Artificial Neural Network.

DataProvider/File/Utils/JSON/AbstractJSONObject

Jacobit support model export and import through JSON format. AbstractJSONObject is a parent class of all JSON processing class in Jacobit.

DataProvider/File/Utils/JSON/JSONArray

JSONArray is a class for array representation in JSON.

DataProvider/File/Utils/JSON/JSONObject

JSONObject is a class for object representation in JSON.

DataProvider/File/Utils/JSON/JSONVariant

JSONVariant is a class for variant data type (string, int, float, double, ...) representation in JSON.

DataProvider/File/Utils/Map/Map

Map if a class key value chain storing.

DataProvider/File/Utils/String/String

String is a class to store and process string data.

DataProvider/File/Utils/Variant/Variant

Variant is a class to store hybride data type. With Variant, it's possible to store all basic data type (string, char, int, float, double, ...) in one variable.

DataProvider/File/Utils/Jacobit

Jacobit represent the Jacobit framework and is designed to store for basic operation on the framework.