SG++-Doxygen-Documentation
python.uq.dists.LibAGFDist.LibAGFDist Class Reference
Inheritance diagram for python.uq.dists.LibAGFDist.LibAGFDist:

Public Member Functions

def __init__ (self, trainData, samples=None, testData=None, bandwidths=None, transformation=None, surfaceFile=None)
 
def __str__ (self)
 
def byConfig (cls, config)
 
def byFiles (cls, trainDataFile, samplesFile=None, testFile=None, testOutFile=None, bandwidthFile=None, surfaceFile=None)
 
def cdf (self, x)
 
def computeDensity (self, config, pathsgpp='/home/franzefn/workspace/SGppUQ/lib/sgpp', cluster='/home/franzefn/Promotion/UQ/benjamin/clustc/cluster')
 
def getBounds (self)
 
def getDim (self)
 
def getDistributions (self)
 
def gnuplot (self, jpegFile, gnuplotConfig=None)
 
def mean (self, n=1e4)
 
def pdf (self, x)
 
def pdf_libagf (self, x)
 
def ppf (self, x)
 
def rvs (self, n=1)
 
def var (self)
 

Public Attributes

 bandwidths
 
 bounds
 
 dim
 
 samples
 
 surfaceFile
 
 testData
 
 trainData
 
 transformation
 

Detailed Description

The Gaussian KDE from the LibAGF library

Constructor & Destructor Documentation

def python.uq.dists.LibAGFDist.LibAGFDist.__init__ (   self,
  trainData,
  samples = None,
  testData = None,
  bandwidths = None,
  transformation = None,
  surfaceFile = None 
)

Member Function Documentation

def python.uq.dists.LibAGFDist.LibAGFDist.__str__ (   self)
def python.uq.dists.LibAGFDist.LibAGFDist.byConfig (   cls,
  config 
)
def python.uq.dists.LibAGFDist.LibAGFDist.byFiles (   cls,
  trainDataFile,
  samplesFile = None,
  testFile = None,
  testOutFile = None,
  bandwidthFile = None,
  surfaceFile = None 
)
def python.uq.dists.LibAGFDist.LibAGFDist.computeDensity (   self,
  config,
  pathsgpp = '/home/franzefn/workspace/SGppUQ/lib/sgpp',
  cluster = '/home/franzefn/Promotion/UQ/benjamin/clustc/cluster' 
)
def python.uq.dists.LibAGFDist.LibAGFDist.getDim (   self)
def python.uq.dists.LibAGFDist.LibAGFDist.getDistributions (   self)
def python.uq.dists.LibAGFDist.LibAGFDist.gnuplot (   self,
  jpegFile,
  gnuplotConfig = None 
)
def python.uq.dists.LibAGFDist.LibAGFDist.pdf (   self,
  x 
)
def python.uq.dists.LibAGFDist.LibAGFDist.pdf_libagf (   self,
  x 
)
def python.uq.dists.LibAGFDist.LibAGFDist.rvs (   self,
  n = 1 
)

Member Data Documentation

python.uq.dists.LibAGFDist.LibAGFDist.bandwidths
python.uq.dists.LibAGFDist.LibAGFDist.samples
python.uq.dists.LibAGFDist.LibAGFDist.surfaceFile
python.uq.dists.LibAGFDist.LibAGFDist.transformation

The documentation for this class was generated from the following file: