var fDesc=new Array(); fDesc[0] = "The most prominent features are the sparse polynomial chaos expansion, numpy type conversion, more efficient Sobol' indices computation, and a bunch of bugfixes from the previous version.
Sparse polynomial chaos expansion:
-LAR algorithm
-CorrectedLeaveOneOut cross-validation
-KFold cross-validation
New distributions:
-Burr
-InverseNormal
New classe:
-BlendedStep: proportional finite difference step
-DualLinearCombination NumericalMathFunctions classes
-CharlierFactory class, which provides orthonormal polynomials for the Poisson distribution.
-KrawtchoukFactory class, which provides orthonormal polynomials for the Binomial distribution.
Enhancements:
-Added the DrawKendallPlot() method to the VisualTest class.
-SensitivityAnalysis uses efficient Saltelli's algorith implementation without relying on R-sensitivity"; function tShowHide(id, show) { var s = document.getElementById("desc"); if ((s.innerHTML.length<=212 || show==1) && show!=2) { s.innerHTML = fDesc[id]; if (document.getElementById('m1')) document.getElementById('m1').style.display='none'; if (document.getElementById('m2')) document.getElementById('m2').style.display='none'; if (document.getElementById('more_txt')) document.getElementById('more_txt').style.display='inline'; } else { s.innerHTML = ''; } }