本文整理汇总了Python中IMP.isd.GaussianRestraint类的典型用法代码示例。如果您正苦于以下问题：Python GaussianRestraint类的具体用法？Python GaussianRestraint怎么用？Python GaussianRestraint使用的例子？那么恭喜您, 这里精选的类代码示例或许可以为您提供帮助。
在下文中一共展示了GaussianRestraint类的4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: testE
def testE(self):
"Test GaussianRestraint(3) score"
gr = GaussianRestraint(*self.all)
for i in range(100):
map(self.change_value, self.all)
map(self.change_sign, self.locations)
e = gr.evaluate(False)
self.assertAlmostEqual(e, self.normal_e(*self.all))示例2: testSanityPE
def testSanityPE(self):
"Test if GaussianRestraint(13) prob is exp(-score)"
gr = GaussianRestraint(*self.all)
for i in range(100):
map(self.change_value, self.all)
map(self.change_sign, self.locations)
self.assertAlmostEqual(gr.get_probability(),
exp(-gr.evaluate(False)), delta=0.001)示例3: testdx
def testdx(self):
"Test GaussianRestraint(3) x derivative"
gr = GaussianRestraint(*self.all)
for i in range(100):
map(self.change_value, self.all)
map(self.change_sign, self.locations)
gr.evaluate(True)
self.assertAlmostEqual(Nuisance(self.x).get_nuisance_derivative(),
self.deriv_x(*self.all))示例4: testSanityEP
def testSanityEP(self):
"Test if GaussianRestraint(13) score is -log(prob)"
gr = GaussianRestraint(*self.all)
for i in range(100):
map(self.change_value, self.all)
map(self.change_sign, self.locations)
expected = gr.get_probability()
if expected == 0:
continue
self.assertAlmostEqual(-log(expected),
gr.evaluate(False), delta=0.7)