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Expression of type Lambda

from the theory of proveit.statistics

In [1]:
import proveit
# Automation is not needed when building an expression:
proveit.defaults.automation = False # This will speed things up.
proveit.defaults.inline_pngs = False # Makes files smaller.
%load_expr # Load the stored expression as 'stored_expr'
# import Expression classes needed to build the expression
from proveit import Lambda, Q, Qx, X, fx, x
from proveit.logic import Equals, SetOfAll
from proveit.statistics import Prob, ProbOfAll
In [2]:
# build up the expression from sub-expressions
sub_expr1 = [x]
expr = Lambda(Q, Equals(ProbOfAll(instance_param_or_params = sub_expr1, instance_element = fx, domain = X, condition = Qx), Prob(SetOfAll(instance_param_or_params = sub_expr1, instance_element = fx, domain = X, condition = Qx))).with_wrapping_at(2))
expr:
In [3]:
# check that the built expression is the same as the stored expression
assert expr == stored_expr
assert expr._style_id == stored_expr._style_id
print("Passed sanity check: expr matches stored_expr")
Passed sanity check: expr matches stored_expr
In [4]:
# Show the LaTeX representation of the expression for convenience if you need it.
print(stored_expr.latex())
Q \mapsto \left(\begin{array}{c} \begin{array}{l} \left[\textrm{Prob}_{x \in X~|~Q\left(x\right)}~f\left(x\right)\right] =  \\ \textrm{Pr}\left(\left\{f\left(x\right)~|~Q\left(x\right)\right\}_{x \in X}\right) \end{array} \end{array}\right)
In [5]:
stored_expr.style_options()
no style options
In [6]:
# display the expression information
stored_expr.expr_info()
 core typesub-expressionsexpression
0Lambdaparameter: 24
body: 2
1ExprTuple24
2Operationoperator: 3
operands: 4
3Literal
4ExprTuple5, 6
5Operationoperator: 7
operand: 13
6Operationoperator: 8
operand: 10
7Literal
8Literal
9ExprTuple10
10Operationoperator: 11
operand: 13
11Literal
12ExprTuple13
13Lambdaparameter: 27
body: 14
14Conditionalvalue: 15
condition: 16
15Operationoperator: 17
operand: 27
16Operationoperator: 18
operands: 19
17Variable
18Literal
19ExprTuple20, 21
20Operationoperator: 22
operands: 23
21Operationoperator: 24
operand: 27
22Literal
23ExprTuple27, 26
24Variable
25ExprTuple27
26Variable
27Variable