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Python FitContribution.registerCalculator方法代码示例

本文整理汇总了Python中diffpy.srfit.fitbase.FitContribution.registerCalculator方法的典型用法代码示例。如果您正苦于以下问题:Python FitContribution.registerCalculator方法的具体用法?Python FitContribution.registerCalculator怎么用?Python FitContribution.registerCalculator使用的例子?那么恭喜您, 这里精选的方法代码示例或许可以为您提供帮助。您也可以进一步了解该方法所在diffpy.srfit.fitbase.FitContribution的用法示例。


在下文中一共展示了FitContribution.registerCalculator方法的1个代码示例,这些例子默认根据受欢迎程度排序。您可以为喜欢或者感觉有用的代码点赞,您的评价将有助于系统推荐出更棒的Python代码示例。

示例1: makeRecipe

# 需要导入模块: from diffpy.srfit.fitbase import FitContribution [as 别名]
# 或者: from diffpy.srfit.fitbase.FitContribution import registerCalculator [as 别名]
def makeRecipe(ciffile, grdata, iqdata):
    """Make complex-modeling recipe where I(q) and G(r) are fit
    simultaneously.

    The fit I(q) is fed into the calculation of G(r), which provides feedback
    for the fit parameters of both.
    
    """

    # Create a PDF contribution as before
    pdfprofile = Profile()
    pdfparser = PDFParser()
    pdfparser.parseFile(grdata)
    pdfprofile.loadParsedData(pdfparser)
    pdfprofile.setCalculationRange(xmin = 0.1, xmax = 20)

    pdfcontribution = FitContribution("pdf")
    pdfcontribution.setProfile(pdfprofile, xname = "r")

    pdfgenerator = PDFGenerator("G")
    pdfgenerator.setQmax(30.0)
    stru = CreateCrystalFromCIF(file(ciffile))
    pdfgenerator.setStructure(stru)
    pdfcontribution.addProfileGenerator(pdfgenerator)
    pdfcontribution.setResidualEquation("resv")

    # Create a SAS contribution as well. We assume the nanoparticle is roughly
    # elliptical.
    sasprofile = Profile()
    sasparser = SASParser()
    sasparser.parseFile(iqdata)
    sasprofile.loadParsedData(sasparser)

    sascontribution = FitContribution("sas")
    sascontribution.setProfile(sasprofile)

    from sans.models.EllipsoidModel import EllipsoidModel
    model = EllipsoidModel()
    sasgenerator = SASGenerator("generator", model)
    sascontribution.addProfileGenerator(sasgenerator)
    sascontribution.setResidualEquation("resv")

    # Now we set up a characteristic function calculator that depends on the
    # sas model.
    cfcalculator = SASCF("f", model)

    # Register the calculator with the pdf contribution and define the fitting
    # equation.
    pdfcontribution.registerCalculator(cfcalculator)
    # The PDF for a nanoscale crystalline is approximated by
    # Gnano = f * Gcryst
    pdfcontribution.setEquation("f * G")

    # Moving on
    recipe = FitRecipe()
    recipe.addContribution(pdfcontribution)
    recipe.addContribution(sascontribution)

    # PDF
    phase = pdfgenerator.phase
    for par in phase.sgpars:
        recipe.addVar(par)

    recipe.addVar(pdfgenerator.scale, 1)
    recipe.addVar(pdfgenerator.delta2, 0)

    # SAS
    recipe.addVar(sasgenerator.scale, 1, name = "iqscale")
    recipe.addVar(sasgenerator.radius_a, 10)
    recipe.addVar(sasgenerator.radius_b, 10)

    # Even though the cfcalculator and sasgenerator depend on the same sas
    # model, we must still constrain the cfcalculator Parameters so that it is
    # informed of changes in the refined parameters.
    recipe.constrain(cfcalculator.radius_a, "radius_a")
    recipe.constrain(cfcalculator.radius_b, "radius_b")

    return recipe
开发者ID:cfarrow,项目名称:diffpy.srfit,代码行数:80,代码来源:nppdfsas.py


注:本文中的diffpy.srfit.fitbase.FitContribution.registerCalculator方法示例由纯净天空整理自Github/MSDocs等开源代码及文档管理平台,相关代码片段筛选自各路编程大神贡献的开源项目,源码版权归原作者所有,传播和使用请参考对应项目的License;未经允许,请勿转载。