class Amounts(sim.Allocation):
init = sim.Param("Initial Value", 0)
speed = sim.Normal("speed", 0, .2, descr="Distribution of speeds")
radius = sim.Normal("Radius", 1, .2, descr="Distribution of radius")
complex = sim.Param("Complex", {'a': [1, 2, 3],
'b': [0, 2, 1],
'c': [1, 4, 9]})
class FooAlloc:
a = sim.Bernoulli("a", .2)
b = sim.Uniform("b", 0, 10)
c = sim.Normal("c", 2, 1)
baz = sim.Param(
"baz", {
'a': [.0, .1, .5, .9],
'b': [.1, .5, .9, 1],
'c': [False, True, True, False],
'd': [0, 1, 2, -1]
})
bazz = sim.Param("bazz", -4)
n_steps = sim.Param("steps", 4)
n_samples = sim.Param("samples", 100)
class Simulation(sim.Allocation):
n_samples = sim.Param("Number of Samples", 100)
n_steps = sim.Param("Steps to Simulate", 20)
class Foo(sim.Allocation):
n = sim.Param('count', 0)
class Foo(sim.Allocation):
s = sim.Param("string", 'a string')
n = sim.Param("number",
42,
descr="A natural number",
options=(1, None))
class Baz(sim.Allocation):
baz = sim.Param("baz", True)
class Bar(sim.Allocation):
bar = sim.Param("bar", 'other string', options=['a', 'b', 'c'])
class Foo(sim.Allocation):
simple = sim.Param("simple", 42)
short = sim.Param("short", {'foo': [1, 2], 'bar': ['a', 'b']})
long = sim.Param("long", {'foo': [0] * 100, 'bar': ['a'] * 100})
list = sim.Param("list", list(range(10)))
class Simulation(sim.Allocation):
"""Simulation parameters for a random walk model."""
n_samples = sim.Param("Number of samples to simulate", 1000)
n_steps = sim.Param("Count of steps that each individual takes", 100)