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STKernel

STKernel is the low-level core library that forms the basis of the project. It provides data class handling for C++. It contains several subprojects.

Base

- Define the standard Types for handling heterogeneous datas. - Provide a not available representation for the standard Types. - Provide standard STK exceptions. - Provide generic (templated when possible) mathematical and utilities functions. - Define standard iostreams

Tcontainer

- Define abstract (templated) interface classes for storing datas. - Provide a templated implementation for dense one-dimensionnal and two-dimensionnal homogeneous arrays. - Provide a second templated implementation for List.

DataManager

- Provide an abstract base class for statistical variables. - Provide a templated implementation for standard STK types. - Provide a Dataframe implementation.

IOaccess

- Provide classes for read and write csv and (soon) dbf files. - Provide classes for importing and/or exporting containers and DataFrame.

STKAlgebra

TempExp

- Provide standard Real containers like Point, Vector, Matrix,... using containers specialization. - Provide templated expressions evaluation for scientific computing (@see http://osl.iu.edu/~tveldhui/papers/techniques/).

Algebra

- Provide some utilities Linear Algebra static methods. - Provide QR decomposition for matrices. - Provide SVD decomposition for matrices. - Provide EigenValue decomposition symetric matrices.

STatistiK

Analysis

- Compute usual and special functions : gamma, gammmaRatio, betaRatio,...

StatDesc

- Define one-dimensionnal statistics tools for Real variables. - Define two-dimensionnal statistics tools for Real variables.

Laws

- Compute many laws (pdf, cdf, inverse cdf and randoms numbers)

wxApriori

The STK++ propose a wrapper of the apriori program for mining patterns from itemsets in a transactional database. A win32 binary can be download at http://savannah.nongnu.org/download/stkpp/

This program is not maintained and will not be.