918b07abd405ced498513e874b6fa9e44153aa2b,chaospy/descriptives/quantity_of_interest.py,,QoI_Dist,#,11

Before Change

    //sample from the inumpyut dist
    samples = dist.sample(sample, **kws)

    qoi_dists = []
    for i in range(0, len(poly)):
        //sample the polynomial solution
        if dim == 1:
            dataset = poly[i](samples)
        else:
            dataset = poly[i](*samples)

        lo = dataset.min()
        up = dataset.max()

        //creates qoi_dist
        qoi_dist = SampleDist(dataset, lo, up)
        qoi_dists.append(qoi_dist)

    // reshape the qoi_dists to match the shape of the input poly
    if shape:
        def reshape(lst, shape):
            if len(shape) == 1:
                return lst

After Change

    dim = len(dist)

    //sample from the input dist
    samples = numpy.atleast_2d(dist.sample(sample, **kws))
    qoi_dist = chaospy.GaussianKDE(poly(*samples))
    return qoi_dist

Instances