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Expression of type Lambda

from the theory of proveit.linear_algebra.tensors

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 Conditional, K, Lambda, V
from proveit.core_expr_types import Q__b_1_to_j, a_1_to_i, b_1_to_j, c_1_to_k, f__b_1_to_j
from proveit.linear_algebra import TensorProd, VecSpaces, VecSum
from proveit.linear_algebra.addition import vec_summation_b1toj_fQ
from proveit.logic import Equals, Forall, Implies, InClass, InSet
In [2]:
# build up the expression from sub-expressions
sub_expr1 = [b_1_to_j]
sub_expr2 = TensorProd(a_1_to_i, f__b_1_to_j, c_1_to_k)
expr = Lambda(V, Conditional(Forall(instance_param_or_params = [a_1_to_i, c_1_to_k], instance_expr = Implies(Forall(instance_param_or_params = sub_expr1, instance_expr = InSet(sub_expr2, V), condition = Q__b_1_to_j), Equals(TensorProd(a_1_to_i, vec_summation_b1toj_fQ, c_1_to_k), VecSum(index_or_indices = sub_expr1, summand = sub_expr2, condition = Q__b_1_to_j)).with_wrapping_at(1)).with_wrapping_at(2)).with_wrapping(), InClass(V, VecSpaces(K))))
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())
V \mapsto \left\{\begin{array}{l}\forall_{a_{1}, a_{2}, \ldots, a_{i}, c_{1}, c_{2}, \ldots, c_{k}}~\\
\left(\begin{array}{c} \begin{array}{l} \left[\forall_{b_{1}, b_{2}, \ldots, b_{j}~|~Q\left(b_{1}, b_{2}, \ldots, b_{j}\right)}~\left(\left(a_{1} {\otimes}  a_{2} {\otimes}  \ldots {\otimes}  a_{i} {\otimes} f\left(b_{1}, b_{2}, \ldots, b_{j}\right){\otimes} c_{1} {\otimes}  c_{2} {\otimes}  \ldots {\otimes}  c_{k}\right) \in V\right)\right] \Rightarrow  \\ \left(\begin{array}{c} \begin{array}{l} \left(a_{1} {\otimes}  a_{2} {\otimes}  \ldots {\otimes}  a_{i} {\otimes} \left[\sum_{b_{1}, b_{2}, \ldots, b_{j}~|~Q\left(b_{1}, b_{2}, \ldots, b_{j}\right)}~f\left(b_{1}, b_{2}, \ldots, b_{j}\right)\right]{\otimes} c_{1} {\otimes}  c_{2} {\otimes}  \ldots {\otimes}  c_{k}\right) \\  = \left[\sum_{b_{1}, b_{2}, \ldots, b_{j}~|~Q\left(b_{1}, b_{2}, \ldots, b_{j}\right)}~\left(a_{1} {\otimes}  a_{2} {\otimes}  \ldots {\otimes}  a_{i} {\otimes} f\left(b_{1}, b_{2}, \ldots, b_{j}\right){\otimes} c_{1} {\otimes}  c_{2} {\otimes}  \ldots {\otimes}  c_{k}\right)\right] \end{array} \end{array}\right) \end{array} \end{array}\right)\end{array} \textrm{ if } V \underset{{\scriptscriptstyle c}}{\in} \textrm{VecSpaces}\left(K\right)\right..
In [5]:
stored_expr.style_options()
no style options
In [6]:
# display the expression information
stored_expr.expr_info()
 core typesub-expressionsexpression
0Lambdaparameter: 37
body: 2
1ExprTuple37
2Conditionalvalue: 3
condition: 4
3Operationoperator: 19
operand: 8
4Operationoperator: 6
operands: 7
5ExprTuple8
6Literal
7ExprTuple37, 9
8Lambdaparameters: 10
body: 11
9Operationoperator: 12
operand: 16
10ExprTuple44, 46
11Operationoperator: 14
operands: 15
12Literal
13ExprTuple16
14Literal
15ExprTuple17, 18
16Variable
17Operationoperator: 19
operand: 23
18Operationoperator: 21
operands: 22
19Literal
20ExprTuple23
21Literal
22ExprTuple24, 25
23Lambdaparameters: 51
body: 26
24Operationoperator: 41
operands: 27
25Operationoperator: 34
operand: 31
26Conditionalvalue: 29
condition: 43
27ExprTuple44, 30, 46
28ExprTuple31
29Operationoperator: 32
operands: 33
30Operationoperator: 34
operand: 38
31Lambdaparameters: 51
body: 36
32Literal
33ExprTuple39, 37
34Literal
35ExprTuple38
36Conditionalvalue: 39
condition: 43
37Variable
38Lambdaparameters: 51
body: 40
39Operationoperator: 41
operands: 42
40Conditionalvalue: 45
condition: 43
41Literal
42ExprTuple44, 45, 46
43Operationoperator: 47
operands: 51
44ExprRangelambda_map: 48
start_index: 59
end_index: 49
45Operationoperator: 50
operands: 51
46ExprRangelambda_map: 52
start_index: 59
end_index: 53
47Variable
48Lambdaparameter: 65
body: 54
49Variable
50Variable
51ExprTuple55
52Lambdaparameter: 65
body: 56
53Variable
54IndexedVarvariable: 57
index: 65
55ExprRangelambda_map: 58
start_index: 59
end_index: 60
56IndexedVarvariable: 61
index: 65
57Variable
58Lambdaparameter: 65
body: 62
59Literal
60Variable
61Variable
62IndexedVarvariable: 63
index: 65
63Variable
64ExprTuple65
65Variable