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Updated in
2025 :
October :
12 (Sunday) :
Distribution;
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Updated on
12 :
10 :
2025 : (
bunpu Distribution,
Distribution,
Distribution,
Distribution,
Distribution); Approx. 25+distributions are available to read;
〭
144. ((
BD,
DVD),
even,
even)
Distribution to (Left, Right) ... ; e.g.
I wrote:
Even
bunpu Distribution to ((
left ),
(
right
))
Directions
is very very important for formulating medicine (Auto Adjustment of Body
Length Index (BLI)) on human beings livable moons (in our universes),
in common since 1980s,
5
SESSIONS on (raster sessions on Flat Panel (CRT), LCD, raster blocks on Screen
Sheet,
ZCS (hikari Light
haba Breadth)) to be (1, One), so 1&&1 design model
has been still functional working in 2020s ... ; Remark: IT is worth
beyond money and KNOWLEDGE IF POWER; IFF (horizontal line, X)
based,
And Then, we've learnt triangle ones at
(Left Edge, Right Edge) for its (extend, extent, extension), and I need to QA
well trained kids' knowledge, so quiz would be: if you need "an equal"
distribution, doko
WHERE your
DEE triangle should be placed?
well trained kids!! replied: Hmm!! Umm!! (@, at) the midst of the defined
(horizontal line,
X) sir; if we need (vertical line,
Y),
And Then, 90 degree diff as easy as
(horizontal line, X) based sir; e.g.
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I wrote: OH+
OH+ very very good answer
already, and good enough for ZCS based computing,
And Then, you need more knowledge based info regarding PCS based computing
has
begun since 2025 ... ; Also see:
Content.Internet;
Distribution;
e Character;
Reforming Myanmar 3
(144.);
long long time ago, I created
Even Time
Horizontal DEE with many good purpose reasons, and don't mess with
your bosses (Germany,
Japan,
USA)
in our earth
because, you don't want to be a part of remaining 184,000,000.98+ (enemies, enemy, foe,
foes) to be demolished, in
our earth; Remember:
inside of
Buddha's Abhidharma based
Idea Processor,
ware ware We should have 5 As Max (Mind,
Nama), and we shouldn't subnet more than 4; Remark: I've decided
not to program Idea Processor .Net, because WHEN I drank (sake, Soju)
rice liquor, I couldn't control my mind; since 2025, in our earth, military grade
World War
3 Ready Mode
has been set-up;
Suggestion: using
arc
cosine
method, kuru kuru
WHILE (calculating,
dealing with)
"a pair of" ... in
PCS based computing .
.
. ; thinner the
lines, higher the versions of OEM, e.g. My Apple i Phone 17
(approx. 2025
designed modeled) 's lines are thinner than My Apple i Phone 14
(approx. 2020
designed modeled) 's lines; think of
WHEN 2 thumbs are connected
to each other, the rests (left's 4 fingers, right's 4 fingers) are in their
peaceful && tranquil pairs ...
WHICH leads to
6 surfaced DEE Box in Z-index ;
〭
。
。
。
Gravity
dimension Computer (HOW
year (2568, 2025) design model solar panels are based on
ZCS tech to (accumulate, collect, gather) energy into
Power Bank,
structural
Battery),
And Then, (
bunpu
Distribution
like Clock, Potential Diff (
v)),
And Then, applying 6 surfaced DEE Box in Z-index,
And Then, defining variable DEE patterns (
WHEN lights (e.g. iroLED)
exist,
DEE also
exist)
... ; Also see:
approx variable DEE Patterns;
Gravity Dimension Computer;
(
cosmos,
space,
universe);
6 surfaced DEE Box in Z-index;
Remark: a "Tarzan"
Rakhine American (e.g.
this DOMAIN 's developer
Ace Jaw) rather have more questions
than answers,
. .
.
,
HOW,
HOW,
HOW,
HOW,
.
.
.
;
。
。
。
Action OR Distribution process of ... ; e.g.
Action,
OR
Distribution process of (item,
object,
pattern, state of beings, things) to wider (area, field) i.e. dispersion e.g.
Water behaves like substances in
argha Holy Water _4D (this DOMAIN .
BIOPHYSICS) ... ; Also see:
6 surfaced DEE Box in Z-index;
DNA _Origami;
structural Amino Acids;
Water;
。
bunpu Distribution; Distribute; Distribution; haifu Distribution; e.g.
(
bunpu Distribution,
Distribution,
Distribution,
Distribution,
Distribution) ...
;
Cloth;
Distribute;
Linen;
Spread;
haifu Distribution;
jinko chino atsuryoku bunpu; e.g.
("jinko chino atsuryoku
bunpu"), also see:
structural
Battery
... e.g. AWD eV (Elevated Flight
Mode);
2565; 2021;
this DOMAIN 's Model; ((
Chiral,
reversed heat sensing way), (
Chiral,
C Sequence Number Natural Cell Path Battery)) ...
(think THAT for each
(string) end point, Distribution
of the (string) energy prompts hole) ...
also see:
Anti Virus; C
Sequence Number;
Protein;
Add Network;
b u n s a n Dispersion, (action, process) Distribution ... ; Also see: Optics;
DEE . s h a b u . s h a b u ;
Remark:
DEE heat Distribution;
Also see: DEE;
Distribution;
Heat;
Sushi;
micro SD;
receive;
Radical417;
Q R Code;
Q R Code;
Q R
Code;
send;
Radical767;
serial number;
Radical534;
Antiviral Antibody
Antiviral Antibody
Antiviral Antibody; Also see: Anti Virus;
I F F
(
DEE)
i.e.
10 dimensional patterns
(also see: Network Topology) for
this DOMAIN 's imaginary hyper space ... e.g. 2,3 dimensional imaginary
hyper space teleportation, 3,4 dimensional imaginary hyper space
teleportation, imaginary space crafts,
imaginary space engineering and developments,
... in our S h a k y a universes
... ;
WHEN random
number (s) is / are
needed, random variable (s) must be calculated,
and then
WHAT random
variable x
will be defined into WHICH
parameter of pressure
machine ... ;
Develop, design, and engineer a new 2,3 dimensional differentiable manifold by 2,3 dimensional distribution formula [ for avoiding groups of stones "stars" in ACT2 space public traveling ... ];
_
WHICH 2,
WHEN
SYNC, NOT
triangulate;
_
WHICH 3,
WHEN
SYNC AND
triangulate;
。
ACT3
DNA growth pattern distribution:
time + number = distance,
WHERE time must be parallel time, and number must be based on natural time, ...
; Therefore, ɟ (x) = ... ; Also see:
Plantation on the MOON;
。
Bernoulli distribution a.k.a.
BE (p): ɟ (x) = { p IFF x = 1, (1 - p) IFF (x
= 0),
,
,
,
... ;
THIS generates µ within ц (0, 1); RETURN 1 IFF (µ <= p), 0 IFF ELSE;
。
Beta distribution a.k.a.
B (α, β): ɟ (x) = { (Γ (α + β)) / ((Γ (α))
(Γ (β))) ((x (α - 1)) (1 - x) β- 1) IFF (α > 0) AND
(β > 0) AND
(0 <= x <= 1),
,
,
,
,
... ; α = Integer(
(α)))
AND
β = Integer(
(β)));
THIS generates y1 from Ģ (α, 1)
AND
y2
from Ģ (β, 1); x = (y1 / (y1
+ y2)); RETURN x;
。
Binomial distribution a.k.a.
B N (n, p): Probability mass function f with
random variable x can be calculated as ɟ (x) = { (( n! ) / ((n - x)! x!))
((p x (1 - p)) n-x) IFF (x = 0, 1, 2, ... , n-1, n),
,
,
,
,
... ;
WHILE (n = Integer((n)))
AND
(0 < p < 1);
THIS generates y1, y2, y3, ... , yn-1,
y n from B E (p); RETURN y1
+ y2 + y3 + ... + yn-1 + y n ;
。
Cauchy distribution a.k.a.
C (α, β):
ɟ (x) = { β / (π
(β2 + ((x - α)2 ))) IFF (α > 0) AND
(β > 0) AND
(-¥ < x < ¥),
,
,
,
,
... ;
THIS generates µ within ц (0, 1); Probability density function's x is
assigned as x = α - (β / tan (π
µ)); RETURN x;
。
Chi-Square distribution a.k.a. X2(k):
IFF (z1, z2, z3, ... , z k within
N(0, 1)); y = i = 1Sk
zi2; k is degrees of freedom; ɟ (x) = { ((x(( k / 2) -
1) exp (- x / 2)) / (Γ (k / 2) 2(k / 2))) IFF (x >= 0),
,
,
,
,
... ; Mean and variance are k, 2k;
THIS generates zi; i = 1, 2, 3,
... , k, within N(0, 1); RETURN (z12 + z22 +
z32 + ... + zk2);
。
distributing something, i.e.
allocation;
。
| D | O | M | , | document | object | model | ; | ||
| D | C | O | M | , | distribute | d | component | object | model |
| ; |
。
Empirical distribution:
ɟ (x) = { 0 IFF x < a1, (((i - 1) / (n - 1)) + (x - a i)
/ ((n - 1) (a i + 1 - a i))) IFF ((a i <= x <= a i+1)
AND (1 <=
i <= n - 1)), 1 IFF an <= x,
,
,
... ;
THIS generates µ within ц (0, 1); RETURN a i + (((n -1) µ - i +
1) (ai+1 - a i));
WHILE i = Integer(((n
- 1) µ + 1));
。
Erlang distribution: ... ;
。
Exponential distribution a.k.a. EXP (β):
ɟ (x) = { (1 / β) e-(x / β) IFF ((0 <= x <
¥ ) AND
(β > 0)), 0 IFF ELSE,
,
,
,
... ;
THIS generates u within ц (0, 1); RETURN -(β (ln (u)));
。
F distribution: ... ;
。
Gamma distribution a.k.a. Ģ (α, β):
ɟ (x) =
{ ((x α - 1 e-(x / β) ) / βα Γ (α)) IFF (0
<= x < ¥ ) AND
(α > 0) AND
(β > 0)), 0 IFF ELSE,
,
,
,
... ; Ģ (α, β)
WHICH (((α β) = NOT
constant) AND
((α β2) = NOT
constant)); Ģ (1, β) = exp (β);
WHILE α = Integer((
));
THIS generates x = 0; REPEAT v within
(EXP(1));
x
= x + v; α
=
α - (1 = (
(1)));
UNTIL (α = 1); RETURN (β x);
。
geographical distribution; Also see: Physics Law 567, Manmade Global Weather ... ;
Geometric distribution: ... ;
。
Good Gene Pattern distribution:
jinko chino
Artificial Intelligence;
IFF Protein Bound, also see:
Monbusho
level
knowledge enhancement 3,
idea ♯ 264; Protein Bound;
IFF our earth,
Gene
Therapy
System (Distribution (Iron) via blood
proteins, bone marrow, enzymes, f e r r i t i n, hemoglobin, muscle, plasma
transportation, tissue ), also see: Chemical
Elements (Fe);
IFF location is one of the human beings livable moons, Body Length Index (BLI) auto adjustment, accordance with yellowish variations, SPL, diff shadow color, ... ;
。
Logistic distribution: ... ;
。
Lognormal distribution a.k.a.
LOG N (µ, s2):
WHILE (x is from N(µ, s2)
AND
y = exp (x)), probability density function f (y) = { (1 / (√(2
π
s y))) exp (- ((((ln y) - µ)2 ) / (2
s2))) IFF (0 <= y <
¥ ), 0 IFF ELSE,
,
,
,
... ; Mean and variance are exp (µ + (s2
/ 2)), ((exp(s2
)) - 1) exp (2µ + s2);
THIS generates z within N(0, 1); x
=
(u + (s z)); RETURN exp (x);
。
(math)
logistic
distribution
... ;
。
Multi-normal distribution: ... ;
。
Negative Binomial distribution: ... ;
。
Normal distribution: ... ;
。
PDF,
Probability Distribution
Function: IFF Time . Space (Distance
a b)
PDF =
(1/(b-a))
... ,
WHERE
Time is on X dimension, and
PDF is on Y dimension;
i.e.
PDF=(1/(b-a)) ... ; Also see: 2011 August, Pg. 57, Computer, IEEE, www.computer.org;
。
Poisson distribution a.k.a.
P (λ): ɟ (x) = { ((λ x) e-λ)
/ x! IFF (x = 0, 1, 2, ... ), 0 IFF ELSE,
,
,
,
... ; Mean is λ (λ > 0); x = 0;
b = 1; Brunch:
THIS generates u within ц (0,
1); b = b u; IF b >= e-λ, then (x
= x + 1) AND
GO TO the Brunch; Return x;
。
Student's t distribution: ... ;
。
Triangular distribution: ... ;
。
Uniform distribution: ... ;
。
Weibull distribution: ... ;
。
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z-distribution
standard normal distribution;
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| standard | normal | distribution |
|
z | - | distribution | ; | ||
|
|
weight | ; |
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(z)
distribution (-Z,
+Z)
Also see:
heat
sensing
pattern
... ; thermal imaging pattern;
IFF
(minus
Z)
is
light
depth,
(plus
Z)
is hologram;
IFF
(minus
Z)
is hologram,
(plus
Z)
is
light
depth;
In common,
NOT
(hot/ground reverse; hot/neutral reverse) 1st,
WHICH means correct GFCI
method alike;
plus is
positive potential, and so many
AI
designs have been without using
minus
(i.e. negative potential) for letting
electrons
flow (e.g. potential diff among short circuits)
2nd, also see:
open
ground;
HOW cleverly letting the
electrons
flow
WHERE controlling (-Z,
+Z)
is 3rd, do it yourself, also see:
Monbusho level
knowledge enhancement;
directional gravity;
i.e. our solar
system might be moving from green
to blue, in 2,3 dimensional;
this DOMAIN
AI
SYSTEM
(
Cloud)
weight
to do elevating ... ;
。
Also read: [Uncertain Programming; B a o d i n g Liu; 1999];
Also see: Algorithm;
Fuzzy Support Vector Machine, this
DOMAIN 's imaginary dimensional hyperspace craft;
Please notice that 6
parameters have
been intentionally use ... ;
Also see:
Distributive Law;
Notice that integer has been adjusted [cast: i.e. x = cast
(y)] by natural time;
FP, Fuzzy Parameters have been used in each
fuzzy set { ... ; Also see: Mutual Exclusion's
Set{...}, Duo-binary O S I
Draft's Set{...};
For ACT3 stage developers only: also read that number
3 behaves as semantic in JUN time, and
then time to develop ACT3 stage developments ... ;
For ACT3 and ACT2 stage space
mathematicians only: develop differentiable
manifold in lie-groups
mathematically; To do so, 1st to understand,
star in
Kanji writing character "sun at top, 2 green lines,
3 aqua lines", and then 2nd to understand 2,3 dimensional vector,
and then design and engineer 2,3 dimensional distribution formula
mathematically, 3rd to prove differentiable manifold in lie-groups;
For space engineers only: Calculate the shaded 2D region:
and how to
solve horizontal area at certain vertical height; Before understanding the
distribution of energy, M Theory of strings
must be understood;
For computer system analysts only: Calculate 2 parameters
values of system time (s), and then reverse
engineer
WHICH distribution has been used
WHILE
synchronization occurs among servers
in Intranet; i.e. / / idlist,123:4567,
/list comma
randomly distributed time stamp in integer : randomly
distributed time stamp in integer comma has been prompted between
computer A and B in a grid with
TTL, Time to live <
15 ms;
distribute ... ;
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