QR decomposition

  Рет қаралды 137,005

Dr Peyam

Dr Peyam

5 жыл бұрын

QR Decomposition of a matrix and applications to least squares
Check out my Orthogonality playlist: • Orthogonal sets
Subscribe to my channel: / @drpeyam

Пікірлер: 113
@riccardocapellino7680
@riccardocapellino7680 4 жыл бұрын
This guy always leaves a smile on my face
@quamos99
@quamos99 3 жыл бұрын
You are on my elite teachers list: Sal from Khan academy, The organic chemistry tutor, Professor Dave, and now Dr Peyam. Hats off to all of you for making my university life easier. Massive respect and love for all of you
@dani21534
@dani21534 3 жыл бұрын
3 hrs of lecture and i didnt understand a word. 5 mins of watching this video - and i undersand every thing !! thank you.
@abnerandreymartinezzamudio3366
@abnerandreymartinezzamudio3366 2 жыл бұрын
Im at the point of the semester where I need to take whatever this guy took
@NayaM0
@NayaM0 2 жыл бұрын
Best QR decomposition video I've found. Well explained, straight to the point, easy to understand. Thank you.
@ARNAKLDO
@ARNAKLDO 4 жыл бұрын
You sir are a genius. This linear algebra extravaganza was super helpful!
@drpeyam
@drpeyam 4 жыл бұрын
Glad you like it 😄
@OrdinaryXtreme
@OrdinaryXtreme 5 жыл бұрын
This is the funnest math tutorial video I've ever seen. You made the process seem so streamlined and easy, thank you!
@vassisn2001
@vassisn2001 4 жыл бұрын
Thank you for explaining a simple topic as it should be explained, in a simple way. Great explanation!
@springnuance7048
@springnuance7048 3 жыл бұрын
the radiance of his positivity in his teachings make me love linear algebra XD
@stekim
@stekim 4 жыл бұрын
thank dr peyam! I really liked the extension to least squares in the second half of the video.
@peytonv.6614
@peytonv.6614 Жыл бұрын
I have been struggling with this topic, you explained this so well. Thank you!
@judesharp6472
@judesharp6472 3 жыл бұрын
man how did i not find you before, you're litteraly going to make me pass numerical analysis
@dengdengkenya
@dengdengkenya 5 жыл бұрын
The best explanation given on this topic!
@elonmusk7142
@elonmusk7142 3 жыл бұрын
That's awesome. I don't understand matrix and I don't understand english but with your funny explinations, I understand everything. Thank you so much.
@Ajay-xd7zq
@Ajay-xd7zq 3 жыл бұрын
Thanks so much for explanation, It was clear and concise and to the point.
@GangerPlayz
@GangerPlayz 4 жыл бұрын
This was expained so well that i understood despite i talk spanish and dont know even a little of english
@jxw7196
@jxw7196 3 жыл бұрын
What a living legend... Amazing Peyam
@epiccheeseburgercat
@epiccheeseburgercat 4 жыл бұрын
Thank you so much. This really helped my understanding of qt decomposition
@TheInuyashaGuy
@TheInuyashaGuy 2 жыл бұрын
This tutorial is amazing, thank you
@kyliemun2681
@kyliemun2681 3 жыл бұрын
God Bless you, man!
@carlosalbertodelgadoelizon4457
@carlosalbertodelgadoelizon4457 4 жыл бұрын
Thanks a lot!! The example was very illustrating!
@zonglehuang4147
@zonglehuang4147 Жыл бұрын
Thanks a lot for your clear explanation!
@059812
@059812 3 жыл бұрын
Great explanation, thanks!
@Elisko245
@Elisko245 3 жыл бұрын
Thanks you for an amazing explanation!
@unruly_ronin
@unruly_ronin Ай бұрын
Great video man
@joaomorais6101
@joaomorais6101 4 жыл бұрын
Perfect explanation. Thx professor
@Mr.HugsHoney
@Mr.HugsHoney 3 жыл бұрын
WOW THANK YOU DR. YOU ARE THE BEST
@MrRyanroberson1
@MrRyanroberson1 5 жыл бұрын
I wonder... Would a left-sided RQ decomposition ever be useful? And how easy is it to generate compared to QR?
@IlMarinz
@IlMarinz 5 жыл бұрын
I've Always seen matrix decompositions (QR, LU) done with square matrix, it's a bit strange for me to see them in the nonsquare world. Also, I was told that Q must be Unitarian and Hermitian (I guess for IR orthogonal and symmetric would be fine) hence making QR only be possible in square matrices by definition. I wonder how much of a lie resides in what I just told
@Matrioshka_Brain
@Matrioshka_Brain 3 жыл бұрын
This was really good :)
@marce3893
@marce3893 5 жыл бұрын
thanks for your work.
@kevinshao9148
@kevinshao9148 2 жыл бұрын
thanks for the video! but one question, even if R' is not invertible (meaning A has linear dependency) , there still solution for LS right? just lose one dimension. No?
@dariusfoodeei8181
@dariusfoodeei8181 2 жыл бұрын
I love this man
@abdelrhmandameen2215
@abdelrhmandameen2215 3 жыл бұрын
absolutely fantastic
@fatty3910
@fatty3910 8 ай бұрын
omg you're so cute i can watch you teach all day
@user-ug2lu5rl9f
@user-ug2lu5rl9f Жыл бұрын
Thanks alot!!!!!!!!!!!!!!!!!!!!! Prepare to hand in my homework set~~~~~~~
@Bombelus
@Bombelus 5 жыл бұрын
You're my hero!
@drpeyam
@drpeyam 5 жыл бұрын
I’m Captain Peyamerica! 🙂
@sandorszabo2470
@sandorszabo2470 5 жыл бұрын
A nice lin alg video again. I hope my students will also like it 😊
@arwatawfiq4088
@arwatawfiq4088 Жыл бұрын
Very useful session thank you so much ❤
@virgenalosveinte5915
@virgenalosveinte5915 Жыл бұрын
thank you great video
@FunctionalIntegral
@FunctionalIntegral 5 жыл бұрын
And the next decomposition should be the very important SV decomposition which one typically uses in the matrix product state formalism. :D
@a.s.6898
@a.s.6898 3 жыл бұрын
crazy good, thank you
@samytee3282
@samytee3282 3 жыл бұрын
Wow best explanation and nice style of teaching. Very precise and easy to understand
@samytee3282
@samytee3282 3 жыл бұрын
I wanted SVD and two grid method too :)
@gulrukhsor_akhmadjanova
@gulrukhsor_akhmadjanova 3 ай бұрын
omg, thank you a lot for your priceless knowlage
@paultaufalele1821
@paultaufalele1821 Ай бұрын
Thank you so much. Very helpful
@drpeyam
@drpeyam Ай бұрын
Glad it was helpful!
@eduardamachado7687
@eduardamachado7687 4 жыл бұрын
Foi muito útil! Thank you so much!
@joaofernandes8051
@joaofernandes8051 5 жыл бұрын
And I thought it was something to do with QR codes :P
@vijayank1170
@vijayank1170 5 жыл бұрын
🤔😅😁😁😀
@ReversePrimeOFFICIAL
@ReversePrimeOFFICIAL 2 жыл бұрын
Do you have videos on SVD? Thanks for this video
@harshala5385
@harshala5385 8 ай бұрын
Thank you sir.
@humanwang9854
@humanwang9854 Жыл бұрын
Thank you sir👍
@yapzhilin9857
@yapzhilin9857 3 жыл бұрын
THANK YOU SO SO MUCH
@JohnDoe-sc4zf
@JohnDoe-sc4zf 3 жыл бұрын
Hey, thanks for the amazing video. I just have one quick doubt. As you said Q is orthonormal matrix, then when I compute Q*Q' it does not give I. Please enlighten me, or am I misunderstanding something?
@drpeyam
@drpeyam 3 жыл бұрын
It doesn’t have to. For nonsquare orthogonal matrices we don’t always have Q Q’ = I, that’s only true for square matrices
@aminfadaei4056
@aminfadaei4056 4 жыл бұрын
good job peyam
@kyc3722
@kyc3722 4 жыл бұрын
very very clear
@enamanjgo8930
@enamanjgo8930 3 ай бұрын
u are like the bob ross of math :) thank you
@RiVaLBrite
@RiVaLBrite 4 жыл бұрын
WOW this was explained really well, I wish my professor could teach like this :(
@mohammadburhanmanzoor3806
@mohammadburhanmanzoor3806 3 жыл бұрын
How about its importance in finding evalues?
@huongtran7922
@huongtran7922 3 жыл бұрын
What is the application of QR decomposition?
@sabbaramine2719
@sabbaramine2719 3 жыл бұрын
thx bro !!
@rasikajayathilaka3516
@rasikajayathilaka3516 4 жыл бұрын
Great!
@kolinnhtooaung2408
@kolinnhtooaung2408 3 жыл бұрын
Thanks! Sir
@7amood40
@7amood40 5 жыл бұрын
Could you do QZ decomposition.
@rampage14x13
@rampage14x13 4 жыл бұрын
Thanks this video series has really been helpful! Also, just wondering if you would be willing to share but I was wondering what watch you're wearing? I think it looks great
@drpeyam
@drpeyam 4 жыл бұрын
It’s an Invicta watch, you can get it on amazon
@rampage14x13
@rampage14x13 4 жыл бұрын
@@drpeyam Thanks for letting me know!
@holyshit922
@holyshit922 3 жыл бұрын
Gram Schmidt is good for paper and pencil calculations but i heard that it is numerically unstable and I should avoid it when I write program for QR decomposition Householder reflections or Givens rotations are better choice for those who want to write a program Silly , or maybe not in Householder reflections we need transpose of matrix to get Q and square matrices are easy to transpose in place Transpose of rectangular matrix also can be done in place but it is not so easy
@RenegadeFury
@RenegadeFury 3 жыл бұрын
I thought u2 hat was perpendicular to V1, but apparently that's what v2 is? Or is u2 hat supposed to be parallel to V1?
@drpeyam
@drpeyam 3 жыл бұрын
No, u2-u2hat is perpendicular to v1
@BloemkoolGaming
@BloemkoolGaming 5 жыл бұрын
Your enthousiasm is amazing, the only thing that triggers me is that you put your line of your Q on the wrong side !
@chiragmittal3313
@chiragmittal3313 4 жыл бұрын
Enthusiasm increases by exp(2) when Watching it on 2x
@DSKim-ej5uf
@DSKim-ej5uf 5 жыл бұрын
Good video! I looked very good. What do you think of Jimmy Hendrix? If you like my guitar and harmonica you will be happy.
@ankitb3954
@ankitb3954 Жыл бұрын
The watch steals the show
@ninisky2706
@ninisky2706 2 жыл бұрын
3:16 what does he mean here? what is rescaling a vector ? just getting rid of the denominator ?
@drpeyam
@drpeyam 2 жыл бұрын
Multiplying by a constant, here so that the components are integers
@vijayank1170
@vijayank1170 5 жыл бұрын
Dr Peyam.. can you please explain what LU decomposition is.. I kind of noticed in my textbook... but no idea what it is..
@drpeyam
@drpeyam 5 жыл бұрын
There’s a video on that
@vijayank1170
@vijayank1170 5 жыл бұрын
@@drpeyam Ok thanks... I'll check it out
@phantom8673
@phantom8673 Жыл бұрын
in W1 , where did you get 1/3 ? and what is W1? you said its the lenght of vector[2 2 1] it should be 3 . but why its 1/3?? i dont get it
@drpeyam
@drpeyam Жыл бұрын
You divide by the length of the vector to get a unit vector
@phantom8673
@phantom8673 Жыл бұрын
@@drpeyam I just understand that numerator 1 is part of the formula right ? that was my question . 😄
@syedmuhammadabdullah2920
@syedmuhammadabdullah2920 2 ай бұрын
Thankyou for being successful in successfully wasting my time
@drpeyam
@drpeyam 2 ай бұрын
Awww you’re welcome!!
@ademalliche878
@ademalliche878 4 жыл бұрын
pleaseee in 03MIN.12 why the first resultat is 15/9 !!!
@mzeeshanzafar28
@mzeeshanzafar28 2 ай бұрын
Dr Ariya from Krish
@3ia18_prasetyaharkrisnowo7
@3ia18_prasetyaharkrisnowo7 5 жыл бұрын
Do 100 integral challenge!!!
@drpeyam
@drpeyam 5 жыл бұрын
There’s already a 100 T/F challenge
@Handelsbilanzdefizit
@Handelsbilanzdefizit 5 жыл бұрын
What, if you define a kind of Matrix-Product with the compositon of the elements: A = { {a11(x), a12(x)},{a12(x), a22(x)} } and B = { {b11(x), b12(x)},{b12(x), b22(x)} } So that, A°B = { { a11(b11(x)) + a21(b12(x)), a12(b11(x)) + a22(b12(x)) }, { a11(b21(x)) + a21(b22(x)), a11(b21(x)) + a21(b22(x)) } } Linear Algebra is boring, because I never understood it well. Make more videos about this crazy fractional calculus stuff! Something like this: (d/dx)^f(x) x = f'(x), where f(x) is the order of the derivative. Or functions that transform other functios to their derivatives: g1(f(x)) = f'(x), g2(f(x))= f"(x), ... where gn depends of (d/dx)^n f. Then you could "maybe" generalize derivatives by these functions --> g0.3(f) = (d/dx)^0.3 f
@1.4142
@1.4142 7 ай бұрын
IR=V fin.
@counterko
@counterko 2 жыл бұрын
6:50 known Q find R
@shokan7178
@shokan7178 5 жыл бұрын
First uwu!
@deniztunayildiz4518
@deniztunayildiz4518 8 ай бұрын
08: 10
@Rundas69420
@Rundas69420 5 жыл бұрын
Orthogonal Matrices are a bit strange anyway. I will never understand why you call a Matrix with orthoNORMAL column-vectors orthoGONAL and not orthonormal. Most of the time I love maths, but sometimes I hate it xD.
@sandorszabo2470
@sandorszabo2470 5 жыл бұрын
I agree with you. Luckily, there is a book where authors say orthonormal matrix. In my lectures I also say this. And there are other cases where I use the corresponding correct name. Similar, more terrible thing is 😄 "this infinite series is convergent". Math is nice, but the language created by persons is not necessarily correct.
@Rundas69420
@Rundas69420 5 жыл бұрын
@@sandorszabo2470 Finally someone understands me :D
@drpeyam
@drpeyam 5 жыл бұрын
I totally agree
@HilbertXVI
@HilbertXVI 5 жыл бұрын
Eh useless semantics
@deepgems2246
@deepgems2246 4 жыл бұрын
Your V's look exactly like your U's
@junior-ee5dm
@junior-ee5dm Жыл бұрын
t amo gringo, entendi como el putas no mk lo amo me ayudaste a estudiar para el parcial no nea feliz
@typo691
@typo691 5 жыл бұрын
Do you put the slash in the wrong place in "Q" just annoy viewers like me!?
@drpeyam
@drpeyam 5 жыл бұрын
No, that’s just the way I’m used to writing it
@typo691
@typo691 5 жыл бұрын
@@drpeyam fair enough
@Sup3rlum
@Sup3rlum 5 жыл бұрын
@@typo691 he is left handed so its easier to swipe down and away
@jiongt2677
@jiongt2677 2 жыл бұрын
「動画の音が良くない」、
@esutana
@esutana 10 ай бұрын
The math people call this Q is semi-orthogonal matrix. They define that orthogonal matrix must be square. en.wikipedia.org/wiki/Semi-orthogonal_matrix
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