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Atlas
.
BooleanFunctions
.
code
.
InfluenceDerivative
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Imports
Init
Mathlib.Tactic
Atlas.BooleanFunctions.code.Derivatives
Atlas.BooleanFunctions.code.Influence
Imported by
BooleanFourier
.
boolToSign
BooleanFourier
.
boolDiscreteDerivative
BooleanFourier
.
boolDiscreteDerivative_apply
BooleanFourier
.
flipCoord_insertNth
BooleanFourier
.
ne_flipCoord_iff_insertNth
BooleanFourier
.
influence_filter_card_eq
BooleanFourier
.
influence_eq_l2_norm_sq_discreteDerivative
source
def
BooleanFourier
.
boolToSign
(
b
:
Bool
)
:
ℝ
Instances For
source
noncomputable def
BooleanFourier
.
boolDiscreteDerivative
{
n
:
ℕ
}
(
g
:
(
Fin
(
n
+
1
)
→
Bool
)
→
ℝ
)
(
i
:
Fin
(
n
+
1
)
)
:
(
Fin
n
→
Bool
)
→
ℝ
Instances For
source
@[simp]
theorem
BooleanFourier
.
boolDiscreteDerivative_apply
{
n
:
ℕ
}
(
g
:
(
Fin
(
n
+
1
)
→
Bool
)
→
ℝ
)
(
i
:
Fin
(
n
+
1
)
)
(
y
:
Fin
n
→
Bool
)
:
boolDiscreteDerivative
g
i
y
=
1
/
2
*
(
g
(
i
.
insertNth
true
y
)
-
g
(
i
.
insertNth
false
y
)
)
source
theorem
BooleanFourier
.
flipCoord_insertNth
{
n
:
ℕ
}
(
i
:
Fin
(
n
+
1
)
)
(
b
:
Bool
)
(
y
:
Fin
n
→
Bool
)
:
flipCoord
(
i
.
insertNth
b
y
)
i
=
i
.
insertNth
(
!
b
)
y
source
theorem
BooleanFourier
.
ne_flipCoord_iff_insertNth
{
n
:
ℕ
}
(
f
:
(
Fin
(
n
+
1
)
→
Bool
)
→
Bool
)
(
i
:
Fin
(
n
+
1
)
)
(
b
:
Bool
)
(
y
:
Fin
n
→
Bool
)
:
f
(
i
.
insertNth
b
y
)
≠
f
(
flipCoord
(
i
.
insertNth
b
y
)
i
)
↔
f
(
i
.
insertNth
true
y
)
≠
f
(
i
.
insertNth
false
y
)
source
theorem
BooleanFourier
.
influence_filter_card_eq
{
n
:
ℕ
}
(
f
:
(
Fin
(
n
+
1
)
→
Bool
)
→
Bool
)
(
i
:
Fin
(
n
+
1
)
)
:
{
x
:
Fin
(
n
+
1
)
→
Bool
|
f
x
≠
f
(
flipCoord
x
i
)
}
.
card
=
2
*
{
y
:
Fin
n
→
Bool
|
f
(
i
.
insertNth
true
y
)
≠
f
(
i
.
insertNth
false
y
)
}
.
card
source
theorem
BooleanFourier
.
influence_eq_l2_norm_sq_discreteDerivative
{
n
:
ℕ
}
(
f
:
(
Fin
(
n
+
1
)
→
Bool
)
→
Bool
)
(
i
:
Fin
(
n
+
1
)
)
:
influence
f
i
=
(∑
y
:
Fin
n
→
Bool
,
boolDiscreteDerivative
(fun (
x
:
Fin
(
n
+
1
)
→
Bool
) =>
boolToSign
(
f
x
)
)
i
y
^
2
)
/
2
^
n