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But it shouldn’t take more than 3 lines :”)
yea, i wonder what the issue is with my approach
im sorry im not sure how to get the correct answer
I hope someone comes along though 
16C5-13C5-10C5+7C5
@fossil mason Has your question been resolved?
easier than what?
Then listing out all possible combinations
that 16c5-.. part is not correct?
@fossil masonoh, i see
i dont know how its called, but u had a similar type of problem not too long ago
its like counting the numbers which are either 2-divisible or 3 divisible
you count each, but then u counted the 6-divisible ones twice so u have to subtract it
the same here:
ALL-THERE IS NO DOCTOR - THERE IS NO DENTIST+ THERE IS NONE OF THEM
sry caps
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Does anyone know why we get X divided by two from A to the vertical line, and B to the vertical line?
couldn't one side be longer than the other?
how can we tell if they are equal?
you have an isosceles trapizium
you can justify that they'd be equal from triangle congruency (HL)
what's ”triangle congruency (HL)”? we know that the hypotenuse is the same, and they are both 90°, is that the idea then that they're the same?
@tame hound Has your question been resolved?
the height will also be the same
HL is the justification that the triangles are congruent
and then you can apply corresponding parts of Cong triangles to justify the bases will have the same length
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Now how do I get to the result
mhm
yeah (x-0)^2 + (y-10)^2
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Hey I am having trouble figuring out how to approach part eiv?
What topic is this?
intro to linear algebra
@tribal wasp Has your question been resolved?
Could someone help with this ?
@tribal wasp Has your question been resolved?
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$(22i)^{2.3}$
Use curly braces 22i^{2.3}
Why does this not only have a imaginary part, but a real one too?
piinfa
I would have guessed the polar angle is 90° but its actually -153°
Intuitively, because taking powers of complex numbers that are not purely real often involves rotation at some point, so you're going to kick 22i off the imaginary axis by taking a power of it
to calculate you need to write $i = e^{\frac{i\pi}{2}}$
iCaird
Thank you! but I am not sure I understand what the equation is for :/
do you not understand where it comes from or what you would use it for
the second
if you replace $i$ in your expression with what I gave, then you can calculate powers as usual
iCaird
$(22)^{2.3} \cdot e^{\frac{i\pi*2.3}{2}}$
iCaird
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Can someone help me with this I kinda understand it but im stuck on this
probably b
as it has both edges with weight 2
and other 3 dont and this algo adds minimum weight if it doesnt make a cycle
so 2's should go before bigger weighs
dijkstra?
probably 11
Hmmm
oh right
Do you know how the Nearest Neighbor Algorithm work?
Im kinda confused on that aswell
I have something similar to that question as well.
pick a vertex and find its shortest edge connected that vertex with another vertex and repeat this step until all vertices are visited
is the gist of nearest neighbor algo
channel is occupied go to diff channel
Oh ok.
also they are two diff graphs lmao
So what vertex would I pick here?
it should be b but let me confirm
Ok thank you
yeah I think i am correct
I also kinda confuse on this as well and this is the last one that I have a question about
is that k5 graph
Yes
ummm not really is there way you can inform me how you got 5?
so K5 is a complete graph right
meaning every vertex has an edge to another vertex in G
we know from the theorem that we use at most n coloring for graph if G has n vertices
So the max chromatic number for G in our case can be 5. So we are looking to see if we can minimize this number
Oooooh ok
but we notice that if we use 4 colors, then there is a 2 vertex in G that has same colours
but since its a complete graph, they share an edge together
which means we didnt do the graph coloring correctly because if two vertices have an edge, they must have different colouring
so the chromatic number is 5
thats the basic proof of it
Ok I see now thank you cause I was rlly confused on that
Would you happen to be able to help me on this as well? I solved it and I got 92 but I wanna make sure I did it right
Just plug in 7
The variable
x
You can also figure it out with the pattern of the table
Actually no
The data values aren't safe to make an assumption off of
with just the table
@hushed inlet Has your question been resolved?
y is the score, x is the hours they put in
@hushed inlet
so if they put in 7 hours of work
x = 7
they’re asking you to find y
when x is 7
using the given formula
So it would be 87 correct?
or am I still doing it wrong
yea
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wait why are you subtracting
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is quadratic and 2nd order basically synonymous or always tied together?
is there a case where quadratic is a different order?
"order" is a sus word to use here
Every quadratic is a 2nd degree polynomial, every 2nd degree polynomial is a quadratic
that part i do understand
but im trying to extend it further and seeing if it's logical
this is the context
i'm trying to see if 9-node and 8-node rectangular elements are both used for 2nd order approximations
and visually they seem to be
@trail fern Has your question been resolved?
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I have a business, and I am learning how to make projections of future growth, but I feel like I must be doing it wrong because the growth % seems to stay similar. Am I doing projection wrong?
The column percentages are the change in monthly recurring revenue from month to month, which for the first 4 months, averages 16.29%, is projecting growth like the bottom a correct way of doing this, or is there a more advanced/accurate method for this?
,w (17.52 + 16.07 + 15.01 + 16.55)/4
there are lots of ways to "project"
this way is fine
Just seems like with this way, it must be impossible - either my marketing has to become more efficient (by I don't know what percentage) the whole time
to maintain 16%, as the MRR number gets bigger, I have to bring many more customers in with the same marketing dollars
gotcha, so more data may show what I am concerned with
like how much it costs to bring a customer in, and how much I am spending on marketing
reading that site now
ah, you were meaning that 4 data points, as in the 4 months, not the lack of data per month
okaym thanks!
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Honestly have no idea what to do
Do I have to make an assumption or smth
Are these kind of equations solvable without making an assumption
what assumption
for example
assume y is in the form of ae^(-2x)
then 4ae^(-2x) + 6ae^(-2x) + 2ae^(-2x) = 24e^(-2x)
first time doing differential equation
's?
first time doing ones with multiple y terms
In this section we will discuss the basics of solving nonhomogeneous differential equations. We define the complimentary and particular solution and give the form of the general solution to a nonhomogeneous differential equation.
that's second order differential nonhomogenous equation
12ae^(-2x) = 24e^(-2x)
a = 2
so ig y = 2e^(-2x) is a solution?
but im assuming there is more solutions
What does it mean
look what riemann has sent
English isn’t my mother tongue so it’s hard to understand
you do not just plug in values in x²+9x+1=0 to find the zero values
I know
translate it and find a source in your mother language
There is a formula for it
Is there a formula for second order differential equations
just translate this
@boreal chasm Has your question been resolved?
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how do i solve this?
solving for x or y
im solving for both
i tried getting x in terms of y and the inverse but that leads to nothing
show the whole original problem and instructions
(a;b) + [a;b] + 7 = 3a + 3b
this is the original equation
(a;b) is biggest common divisor
[a;b] is smallest common multiple
a,b natural numbers
if (a;b) = d then a = dx, b = dy and (a;b) * [a;b] = a * b
and then i just subtituted
where are the instructions?
screenshot the whole thing
the question is if a and b exist
the instructions are in a different language
well x = 2, y = 2 is a solution to your original equation, dunno if that helps
so is x = 4, y = 4
(a;b) + [a;b] + 7 = 3a + 3b
but a = b = 2 doesn't work here, so I'm not really sure how you're setting up that equation
i noticed that too
you're not even using the 7 in any way
the 8 is 7 + 1
(a;b)+[a;b] + 7 = 3a+3b
d+dxy+7=3dx+3xy
dxy-3dx-3dy+d=-7
d(xy-3x-3y+1) = -7
first case d = 1
xy-3x-3y+1=-7
xy-3x-3y=-8
but that leads to x = 4, y = 20, or the other way around, but when i plug that in it's wrong
oh nvm it leads to x = 2, y = 2 or x = 4, y = 4
but it's still wrong
oh wait completely forgot that (x;y) = 1
thanks anyway
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just solve for each and do the division?
yeah u divide at the end to find the percentage but i dont know how to find the values of each of the stations
just sum up the terms and substitute and then i think you have something like n * station c + k = 110000
and you know n and k
im still lost on what to do
if station a is three times bigger than station c, what does that mean?
@dry tundra
it means station a = station c * 3
station b = station a + 24200 = station c * 3 + 24200
station d = station c + 24200
so whats station c?
station c is station c
you know that station a + station b + station c + station d = 110000
does it not have any number valuess?
substitute into this equation what i just said
are you here just for answers?
both
answer and to figure out how to get the answer so i can do it on my own in the future
and now i just add them up and divide each of them by the total to get the percentage right?
sure
okay thanks
let me just finish it to see if it is right
okay so i got 21% for section a. Section B = 43%. Section C = 7%
Section D=29%
@cyan saffron can you explain your workings please. I know that to to get section b you add 24200 to section A and Section D is Section C plus 24200 and section A is just Section c *3. but how do i get section C
@dry tundra Has your question been resolved?
You dont
You have this right here
You substitute and get 8 * station c + 48400 = 110000
@dry tundra Has your question been resolved?
Okay thanks
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Hello! I need help with this geometry exercise
question b)
here’s the translation
The figure on the side represents a cube in an o.n. Oxyz. It is known that:
• [ABCD] is a face of the cube and [EFGH] is the face that opposes it (point H is not shown);
point A has coordinates (3, 5, 3);
point D has coordinates (-3, 3, 6);
point E has coordinates (1, 2,-3)
and question b) :
b) Determine the coordinates of point H and comment on the statement: “Point H belongs to one of the coordinate axes”
it just does not make a lot of sense to me
ohh
how didn’t i think of that
would you be able to help me with the last question of this exercise as well?
question e)
it’s to write the reduced equation of the spherical surface with center at D and passing through vertex F
how do i get the radius here
radius = |DF|
yes but i don’t have the coordinates of F
would i be able to get it if i added vector (DH) to H
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start from the left
@left peak Has your question been resolved?
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Which way is correct? I’m really confused is I change the -/+ that infront of the surd or the one infront of a normal number when rationalising
Same question but 2 different answers
they are same answers?
No
They are the same answer, they just took the -1 common from all the terms
Oh bruh ok thanks
So does that mean that it doesn’t matter which symbol you change. By that I mean it doesn’t matter if I multiply it by -square root of 6 + 3 or by square root of 6 - 3?
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Can you help me with problem 10?
,rotate
use circle center
if you let x be the distance from the center of the circle to U, and let p be the radius of the circle (I'm not using r because you already have an R), then you should be able to find two equations involving x and p
two equations and two unknowns
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I've found the total differentials, but unsure on how to progress, been stuck on this for a few days
Ive gotten to this point (red ink) just fine. But when I progress I think I'm making a mistake or something somewhere.
<@&286206848099549185>
@hollow falcon Has your question been resolved?
@hollow falcon Has your question been resolved?
@hollow falcon Has your question been resolved?
You look like you're on the right track
https://math.stackexchange.com/questions/2362700/formula-for-total-differential-with-respect-to-polar-coordinates
lol
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Hi! Can anyone please help me with this question. I am confused about type II error and dont know how to calculate beta for the test.
@near sluice Has your question been resolved?
Beta is the type II error
What do you mean with the greek letter?
okay so they want the probability of making a type ii error to be 0.1
and type ii error is like uhh
,w type ii error
so the type ii error is accept H0 when H1 is true
well youd usually have 2 means floating around
I think question a may help we ans for question b
not yet. I just realized I did it wrong
okay
hows this look for starts
this is just the rejection region on the proposed distribution
what is the 2/3
the proposed proportion in the report
oh
its not a proportion
i will change
sorry i am very tired lol
No you're fine
Okay so the red zone is the rejection region, right?
correct
which im thinking is here and one sided because the professor believes that the true proportion is less right
so he wants a really, really low number
then he can say for sure that 100 is too high
i just did this but
i think -1.96 is the wrong number
okay
does this calculation make sense?
im trying to find the high value in the rejection region
we know the area to the left of this value we want to find will be 0.05
values at least as extreme as the highest value which will cause rejection
yes it makes sense to me
so we can fill out a little more
excuse my drawing
the blue distribution is the true distribution
the green is the one proposed by the report
and the red value 85.12 is the least extreme value on the green/proposed distribution which will cause rejection at the 5% level
good to there
?
i personally find these things impossible to track lol
i have to think very very hard
right
yes so this is the type II error
so we would fail to reject
meaning that we would be to the right of the red line
but on the blue/true distribution
does that make sense?
this is the probability that we make a type II error
the further away the mean of the true distribution is from the mean of the proposed one, the lower this probability
as the means get closer, it becomes much more likely, since evidence must be a lot stronger
this is maybe the weird conceptual jump
but can you identify the region which makes up P(type II error)?
starting where, integrating in which direction, and on which distribution?
So we need to use integrating to find type II error?
well, in reality you will use a t-table or a z-table
most likely
but by integration i mean area under a curve
its maybe a bad word to use here
can you identify the region where a type ii error occurs?
forget about integration
so you mean we find the P( X <85.12)
you can jump straight to calculation
but theres so much like
1 minus and complement and weirdness
its nice to have a picture you can point to
here uhh
im using this to review for myself too
here is where we make a type two error
the vertical red bars
in this region, we get a number which is not extreme enough to reject
the least extreme value that causes us to reject is 85.12
so we get maybe like 87
fail to reject
but its false (we know the true mean now)
anything further to the left from 100 we correctly reject
the jump is to this probability
areas under these curves (normalized) are probabilities
so if we normalize the true distribution, and integrate to the right of this value, we will get the probability of making a type ii error
thats a pretty big conceptual jump maybe, does it make sense?
wow i typed a lot
feel free to just read for a sec
okay maybe I have the idea to solve problem a
it helps me alot
Yes, please. I really appreciate it
okay i got 75.81
9/sqrt(150)
hmm you should be using a normal table
so I got x = 75.81
rejection region boundary?
yes
hmm i get slightly different
oops
1s
gosh i dont understand

$-1.645 = \frac{ \sqrt{150} ( x - 100 ) }{ 9 }$
yea?
jan Niku (@pomodoro role)
but this seems so high
it gives a rejection region of up to 98.79
that seems unreasonable
but maybe with 150 people its enough?
do we need to sqare root the population variance
are you sure?
Hmmm
it seems so high but playing around i think its just
miu = 85
asking 150 people drives your variance down so low
i guess
huh?
no, you are using the null mean
from the report
you want to find the least extreme value that will let reject that hypothesis
either way, with how tight these are
i dont think the probability of making a type 2 error is very high
Okay got it
dont suppose you have the actual answer
because it seems like beta should be essentially 0 here
why you got beta = 0? can you please explain for me?
well like
okay so the null
the variance is super low
like less than 1
maybe 0.8? something ilke that
you know about normal distributions, how like
by 3 standard deviations away from the mean
you have nothing
so if we move from 100 to 85
along a distribution with variance of 0.8
there just isnt anything there anymore
as far as probability
yes I know that
i could be wrong but thats what im seeing calculating
that we are asking so many people that we are very, very unlikely to not be able to reject the null
i mean if its really not true, and you ask 150 people, you should almost certainly see that
5 or 10 maybe not but after 150 we'd have to see something
so id say like
there is negligible overlap between these distributions
then its extraordinarily unlikely we fail to reject the null hypothesis, as we know it is false
okay i undestood
and really, this should say xbar
not x
does that help with part b lol
yeah i know
i really have to go to bed
n is a weirder one to solve for
YES
ok! note it
OMG you are so supportive.

You too buddy
@near sluice Has your question been resolved?
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what is 2+2
Have they tried logs?
so we need to solve this with the help of the photosynthesis of a forehead right?
2+2=2 * 2
e^ln(2+2)=e^(ln(2 *2)) = e^(ln(2) + ln(2))
It's .close
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yez
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How do i prove 53 * 83 * 109 + 40 * 66 * 96 is composite
@delicate geyser Has your question been resolved?
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wow, i really wanna learn ways of proving this too
,w factor(53 * 83 * 109 + 40 * 66 * 96)
I guess explicitly writing out the result as the product of two integers proves that it's composite 🙂
yeah it does, but maybe theres some creative way to do the same?
I'd be curious...can't think of a simpler way to try to factor a number n than to try dividing it by every prime up to sqrt(n). easy enough in a few lines of code using a computer, but it would certainly be a pain by hand. if there's anything more clever than that i'd be curious too. in the case of this expression you'd have to try every prime < 856
there is something cheeky going on in this question lol
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how do i express this in condensed form
i might be able to get some combination of factorials and exponentials to express this, but not sure how...
u could use product notation
nah, thats cheating 🙂
plus this will go inside another sum, so its gonna look very clunky with product notation
ok yeah i got it
but its a pretty large expression
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in a circle that outwards a right triangle, is the hypotenuse of that triangle the diameter of the circle?
yes
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✅
Since, I'm already here:
A circle is tg with 2 coordinate axes and passes through the point M (2,1). Write the equation of the circle
My solution so far.
I think there is a better explanation of the problem than the one I did in the picture
https://www.youtube.com/watch?v=udtoCSCRW8Y this is probably the solution
To ask Unlimited Maths doubts download Doubtnut from - https://goo.gl/9WZjCW Equation of the circle which touches the coordinate axes and passes through the point (2,1) is
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du/dx = 2x
if u is x^2 + 5 then du/dx = 2x => du = 2x dx
@opaque hinge Has your question been resolved?
du/dx=derivative of x^2+5=2x
=>du=2x*dx
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any help on how to solve it
confusing tbh
this reminds me of something
I was thinking of Bayes' theorem
apparently it doesn't fail all the time, when the fault is present
it's a three storey story
oh
everything they say is for faulty device, that's not part of the equation
it's a trap
wdym
i mean it's confusing on purpose
oh
doesn't matter
that's what i think it says
clearly x is 0.1, so the answer is 0.01
rephrasing: a test will detect a fault when the device is faulty 90% of the time
the device will fail when the device is faulty but not detected by the test 10% of the time
whats the probability that a faulty device will not get detected by the test and will fail
oh 0.10*0.10 = 0.01
correct
thank you both my brain exploded haha u too smart
thanks @prime badge
thanks @stone pilot
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yo
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Im pretty sure the book's answer is wrong, can someone confirm?
at k = 1/3, x = ln(2t-1) is invalid
therefore i gave the minimum value of k to be 1/2
you're right
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thanks
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\
How do I solve this?
@fervent aurora Has your question been resolved?
try drawing a graph to visualize the right riemann rectangles
I followed the right reimann sum
but Im not getting the right answers
What am I doing wrong?
the width is not fixed
width of the subintervals varies
you can't use the equation here because the equation implies the width (b-a/n) is the same for each interval (4-->7, 7-->12, 12-->15 are not separated equally)
so you have to calculate the riemann sums manually, by hand
draw a graph of the rate
and how it changes over time
to see this visually
Uhhh
are you sure?
This problem should be solved fairly quickly
is there really no faster way to solve this?
yeah
np
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Hey, can I have help with this?
I have a R3 matrix, the lines of the matrix are shifted by different values (each row is shifted by a value). I need to derivate the resulted matrix by the column vector of the shifting values.
In other words, what is the derivation of a shifting operator L(Matrix, Row) with respect to row?
Thanks you !
<@&286206848099549185>
French?
Pourquoi pas!
Yes I don't mind if it is in french
d'accord, alors tu fais la matricielle du droit en souhaitant la dérivée et en l'a considérant comme nul, soit l'équivalent de 0. Sinon la vectorielle me paraît simple et donc tu fais comme dit avant : tu considères nul la valeur et tu as de quoi faire ton exercice. Et essaye de le résoudre en 2éme degré (= quadratique)
Merci pour ta réponse, mais je n'ai pas vraiment bien compris, est ce que c'est possible d'avoir un exemple
Ah désolé, sinon tu peux attendre d'autres helpers je suis désolé, je suis pas très bien doué en démonstration d'exemples, lol
sorry, have a good day
@fiery spire Has your question been resolved?
@fiery spire Has your question been resolved?
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Hi, are you trying to implement this in a programming language, or just looking for a formula ?
Trying to inplement this in pytorch (python)
I see, I think there is a shift function in python for arrays. you can write a loop on the rows of the matrix, and in each iteration i , the row i will be shifted by the ith element of the vector of shifting values
The shifting is implemented for the forward pass
but the backward pass require the derivation of the shifting with respect to the input which is the latencies (thee column vector)
I am stuck in the backward pass
If there is a formula, it may help
I am not familiar with these terms (never worked with pytorch), but if you already have the vector of shifting values, what's preventing from writing the loop inside your code.
I don't think there is an easy formula for shifting each row with different values, we can permutate rows and multiply them by constants (elemntary row operations) and even shift the entire matrix, but individual rows, not to my knowledge
I don't know how to derivate an operator, shifting is not an function is an operator in math
I don't know how to derivate it
what do you mean by derivating ?
haha english isn't my native language either.. so you want the derivative of an operator ? why doing this
well shifting is a multiplication by a specific matrix
not sure it's an operator
or maybe could be defined as such
but how is the derivative relevant here
Shifitng is like a trnaslation in math
f(x-a) where a is the translation, equivalent to a shifitng value
If we can derivate of a row vector with respect to a single shifting value. It would help
well if you have a matrix instead of a function f, shifting a matrix a row down for example is equivalent to multiplying it by a well known matrix (all of its coefficients are zeros except one coefficient in the desired row, or something like that)
I don't understand here
we usually calculate a derivative with respect to a variable
How to find this matrix, a genearl formula
not a fixed value
as far as i know don't think there is a formula, look at this example
notice the matrix A was shifted down when we multiplied it by S
in the left
but this is shifting an entire matrix
not one row individually
I have tried already to shift with a matrix didn't work, on python I used broadcasting indexes to shift each row indivudualy, and it worked without a need to a loop
Assuming that we have a vector and we shift its elements with a x pixel.
How to derivate the new vector produced with this shifting, with respect to x.
Assuming x = 1
I guess you just need to multiply this vector by the column vector $(0, 1, ....,0)^T$
AimaneSN
I think a general formula (for shifting vectors) would involve the delta kronecker symbol, but not sure how to write it
It would produce a scalar
Can you give more details please, not familiar with knonecker symbol
take the identity matrix and move all the columns to the right, that'll shift your vector down by one
Sorry you're rightt, we should multiply it by a matrix where the first column vector is $(0, 1, ....,0)^T$ and all the remaining column vectors are zeros, but not sure, I need to write this down
AimaneSN
it's simply $\delta_{i,j}=1$ if i=j, and 0 if not
AimaneSN
it should be useful here because we only deal with 1's and 0 's
Still can't figure out a derivation of the row with this symbol
multiplication in the right? in the left?
uh on the left
Ah I see
No he mean that the identity matrix is shifted right to get the targeted shifting with the row
yes
i was specifically referring how to go from the first vector here to the second
i gather your problem is more complicated than just that
As it seems yes
I really think it's better to work on the problem using shift functions in python, even if there is a math formula it would be complicated to implement it in python
why can't you shift the vector simply using a shift function, or is it not possible
I have implemented the shifting, it is not the problem, the problem that pytorch is not able to derivate it alone, I have to do it manualy
The derivation problem is not easy not the shifting
again not sure what you mean by derivation here
do you mean this
The derivative matrix is presented as a natural generalization of the single variable derivative to multivariable functions.
This
Yes the shifting part is done but the derivation not
derivation of the shifting output with respect to the latency
still don't understand here
can you give an example
Not sure if you would accept it, but would you like to organize a meet (goole meet)
It would be easier to explain
would like to but on my phone here haha
yeah it's difficult to explain this by writing
so the output is a matrix right ?
and you want the derivative of this matrix wrt to something?
okay nvm
I will explain with the simplest example possible
okay
Assuming that we have a vector, using a shifting function (already existing and working perfectly), it is shifted by x pixel.
Example if x=1
okay
okay and then
so : output_vector = Shifting(input_vector, x)
All I need is derivation of output_vector with respect to x
yes that's what I meant
I am working on ML project that include this idea
When we are training neural network model, we have to retro propagate the error
using backpropagation
one remark here, I think you already know that the derivative doesn't always exist. Not everything is differentiable. I suspect "derivative of a vector" simply doesn't make sense.
Oh.. looks interesting
This is what I am afraid of
we know that some functions in math don't have a derivative
also when you write something like d(output)/dx
this means x can have infinitesimal change
but x in your example only takes the values 0, 1 , 2
this is obviously not infinitesimal
x can't be for example 0.0001
I see. so let's say that instead of d(output)/dx we just say we're looking for the rate of change $\frac{\Delta(output)}{\Delta x}$
AimaneSN
Yes possible
I am not sure $\Delta(output)$ means anything here either, we're simply calculating a difference between a vector and its shift
AimaneSN
doesn't seem to make any sense
It make sens in ML, beleive me x)
haha
If you're training the model by gradient descent, I'm not sure how it would work with a non-continous operation like shifting
If we can find a way to make a continuous approximation possible, seems possible
For a particular row, the value of the shift will be an integer. Say the loss is high when the value is 2, I couldn't imagine a way for the model to predict what the loss to be when increasing or decreasing the shift because it could change drastically, the next minima could be at 12 with no gradient leading towards it
Then again not saying it's impossible, just saying it's difficult for me to imagine how it could be done
yep i had similar ideas.. the number of shifts can be anything so $\Delta(output)$ doesn't seem to have a formula at all, and it's certainly not a continuous variable
AimaneSN
Even if it is not a continous, I suppose that the output of this derivation is a vector of 1 and 0,
usually approximation goes from continuous variables to discrete variables, I am not familiar with the inverse, or if it's possible in this case
it can also be -1 I think
I can just multiply this vector by continous function like this one
The result will be continious
if you do this you no longer have values that make sense I think
Yeah I am comfusing with another thing
doesn't make sens
seems that it is not possible to create
yeah that's what I suspect
the values this vector takes aren't continuous
there has to be some other way to approach your problem
can't see how
it depends on what you want to do with the shifted vector
that's what I don't understand
Are you familiar with ML loss backprobagation
nope not at all
If not, in order to reduce the loss (difference between targeted output and the current output)
For each parameter of the model, we derivate the loss by this parameter
the new parameter w = w - alpha * (d(loss)/dw)
alpha is the learning rate, somehow how quick with your model converge to the ideal parameter
loss is the produced by differente layers which means for example loss = f(g(t(y(input)))
Ah I see
I suppose the loss function must be differentiable
those internediate function have to be differentiable
so the d(loss)/dw wouldn't be 0
okay, but as I said you don't have the right to write d(loss)/dw unless loss(w) is differentiable
if so our parameter can not learn, to be stuck, so the loss never tend to 0
yes which means that all f g t y function have to be differentiable
in my case one of them which is the shift function, is not differentiable
Yep that was the problem
I think the shift should be replaced by something else
I have to find out n approximation or a trick to make it differentiable
I can't in my model
Which matrix exactly are you shifting?
the input, typical all images of a dataset
and the dataset is labeled?
which loss function are you using?
CrossEntropy
classification? so where does the row shifting come in?
row shifting are parameters to train
this why I have to derivate with repect to them
No
inputs are being shifted
and shifting parameters have to be trained by backprop
Ah I see
And just to be sure is the amount that each row should be shifted in the labels?
No
the amount that each input should be shifted is a parameter, like weight and bias
Im sorry Im confused
