What Are Neural Networks Even Doing? (Manifold Hypothesis)

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  • Опубліковано 19 жов 2024

КОМЕНТАРІ • 64

  • @RayCromwell
    @RayCromwell 8 місяців тому +13

    How the hell do you only have 706 subscribers? This is some of the best visualization I've seen of NNs on any channel.

  • @timtimtimg
    @timtimtimg Рік тому +14

    After 20 years in UA-cam, i think this might be the first UA-cam comment I've ever written. Excellent video. Thank you. Neutral networks are obviously becoming very important. I appreciate having a slightly better technical understanding of what is happening inside that magical black box. This is the first video that has really been able to do that for me. I subscribed, and look forward to seeing more from you.

    • @greatfate
      @greatfate  Рік тому

      Thanks a lot this comment makes me so happy 🙏🙏❤️

  • @Andrey-rc6wp
    @Andrey-rc6wp Рік тому +12

    Thank you UA-cam for recommending this absolute gem 💎

  • @reilandeubank
    @reilandeubank Рік тому +7

    I just finished this video and I'm absolutely flabbergasted that it only has 260 views! The production quality and ease of explanation truly made me think this was a much larger video than it was. Keep it up

    • @knighthawk2062
      @knighthawk2062 Рік тому

      Hey my last name is Eubank 😅
      The family name was Eubanks before the 1930s but my great grandfather's dad was an evil and abusive man so he later, legally, had the "s" dropped in an effort to distance himself.
      Was your last name always Eubank, no "s" ? 🙂🤔

    • @reilandeubank
      @reilandeubank Рік тому

      @@knighthawk2062 correct! No S, always bothers me when people include it

    • @greatfate
      @greatfate  Рік тому +2

      Thank you so much for the kind words🙏

  • @maverickdfz
    @maverickdfz Рік тому +7

    This is a great way to visualize and explain the layers. Thank you for the effort you put in to this video!

  • @agenticmark
    @agenticmark 7 місяців тому

    This is surprisingly deep and informative! Quite rare on YT these days. Great job!

  • @willykitheka7618
    @willykitheka7618 Рік тому +7

    This is a travesty of justice by the YT algorithm!😭😭😭. You sir, have taken a complex topic and explained it SO WELL. To reward you, I subscribed....you're presentations are neck on neck with 3Blue1Brown! Keep on keeping on dude!👌👍👏

    • @greatfate
      @greatfate  Рік тому

      I truly appreciate the kind feedback 🙏❤️❤️
      Frankly this is already more views that I expected for just one day, so I’m actually super grateful for the algorithm 🤣

  • @TrashMelon
    @TrashMelon Рік тому +2

    Awesome Visualization! Never thought of NNs that way :)

  • @nitinss3257
    @nitinss3257 3 місяці тому +1

    Can you please continue making videos, this is a gold mine! much love.

  • @knighthawk2062
    @knighthawk2062 Рік тому +5

    Whoa chat! We're like the first 10 people to witness the birth of something really freakin cool here! 😎😎👌👌👌
    Turning my brain to soup bc I'm barely hanging on understanding and I fucking LOVE it... Lol 😅🤣

    • @greatfate
      @greatfate  Рік тому +1

      I appreciate you hanging in there 🤣❤

  • @ziwang2247
    @ziwang2247 10 місяців тому +1

    why is a video this amazing, have so little views? I don’t understand!

  • @sapphirenw
    @sapphirenw Рік тому +2

    This is a fantastic video, and the visualizations are great as well. I’m interested to see how you visualize convolutions in your next video!

    • @greatfate
      @greatfate  Рік тому +1

      Thanks! I appreciate it coming from someone who makes wonderful visuals themselves

  • @mitselek
    @mitselek Рік тому +3

    this was just an eye opener for me

  • @the_gobbo
    @the_gobbo Рік тому +2

    Wow! much quality!
    really good explanation and visuals
    I finally get what NNs does now

  • @swaggythecat
    @swaggythecat 3 місяці тому

    Insanely cool animations. really helps to visualize.

  • @connorkapooh2002
    @connorkapooh2002 8 місяців тому

    wow. at the start of my journey within deep learning these insightful and intuitive tutorials didnt exist.
    this is everything wrapped up neatly and connected. very very nice

  • @shouryansingh1110
    @shouryansingh1110 Рік тому +2

    This literally blew my mind away✨

  • @agentdarkboote
    @agentdarkboote Рік тому +2

    Very nicely done, I've seen these concepts before but the animations do a much better job at getting across the process than static images do. I'd love to see the intuitive examinations of lstm and transformer (and looking forward to the CNN one you're working on!)
    Subbed!

    • @greatfate
      @greatfate  Рік тому

      Thanks a lot for the kind words 🙏
      I explored LSTMs and Transformers deeply a while ago and certainly had the idea to make a video exploring them (maybe my next videos after CNNs? 👀👀)

    • @agentdarkboote
      @agentdarkboote Рік тому

      @@greatfate I would love to see the process of all of these architectures during training - the attention matrices in a transformer, the cell state of LSTM, the kernels of CNN etc. I really enjoyed that you used PCA to help visualize that process for the vanilla networks.

  • @ryantwemlow1798
    @ryantwemlow1798 8 місяців тому

    Wow! Such a fascinating video, beautifully animated😀

  • @MichaelBarry-gz9xl
    @MichaelBarry-gz9xl Місяць тому

    Wow! This is so intuitive! Thank you so much 👌

  • @MattHudsonAtx
    @MattHudsonAtx 11 місяців тому

    Best intuition guide for NNs I've seen yet

  • @robertwalkley4665
    @robertwalkley4665 Рік тому +2

    Excellent video, well done!

  • @diangopa
    @diangopa Рік тому

    Really nice video man. Keep on the good work

  • @MrLimpingTwerp
    @MrLimpingTwerp 9 місяців тому +1

    As the others commented already, this is of unique quality and clarity of exposition. Take heart and have faith that your continued work will find greater appreciation!

  • @jbradymc
    @jbradymc Рік тому +2

    Great video and amazing work thanks

  • @BooleanDisorder
    @BooleanDisorder 8 місяців тому

    Thanks mate, this was interesting! The universe is beautiful! ❤

  • @ShantanuSingh-wc4ou
    @ShantanuSingh-wc4ou 8 місяців тому

    You don't know it, bro, but you are a gem. I love your content.🙏

  • @cobbut
    @cobbut Рік тому +5

    Incredible production quality. If you keep up this kind of quality for more topics in the future your channel will blow up for sure!
    I can tell that you're still a bit uncomfortable with doing voice-overs but I'm sure that you'll also get great at them the more you practice.
    Keep it up!

    • @greatfate
      @greatfate  Рік тому +2

      Thanks a lot I appreciate the kind feedback ❤🤣
      I try to get better with each new video 💪

  • @kanewilliams1653
    @kanewilliams1653 3 місяці тому

    Beautiful animations.

  • @gopsda
    @gopsda 7 місяців тому

    Awesome demo of neural network. Can you tell me what plotting tool you used fir the last 3 dimensional plot showing clusters of similar numbers? Thanks.

  • @arjunpathak903
    @arjunpathak903 Рік тому +2

    Beautiful ❤

  • @aaquib2010
    @aaquib2010 8 місяців тому

    just WOW! a totally new perspective

  • @lilmoesk899
    @lilmoesk899 9 місяців тому

    Cool video! Please do more :-)

  • @antoineberkani9747
    @antoineberkani9747 5 місяців тому

    Very clear explanation, thank you. I would appreciate it if you could delve into conv nets and how the convolution/cross correlation is converted to a matrix operation. I find it difficult to understand and everyone just tells me to use pytorch and not think about it...

  • @alextilson9741
    @alextilson9741 2 місяці тому

    Still looking for that source on relu in the description :P

  • @TheXabl0
    @TheXabl0 5 місяців тому +1

    Why did you stop posting?

  • @willykitheka7618
    @willykitheka7618 Рік тому +10

    One thing though....change the screen background to dark! Dark themes are one the rise!

    • @greatfate
      @greatfate  Рік тому +4

      Hmmm… frankly I specifically chose a light themed color palette to differentiate myself from other similar content.
      But now that you mentioned it… I’ll experiment with dark themed color palettes 🎨 and see if it’s worth the switch 👊

    • @casev799
      @casev799 7 місяців тому

      ​@@greatfate Don't get me wrong I'm all for the white background, but half the time I'm watching at night. Maybe a darker grey?

  • @gauss8134
    @gauss8134 2 місяці тому

    incredible video!

  • @finnrobertson2592
    @finnrobertson2592 Місяць тому

    Great animations

  • @AhmedEssam_eramax
    @AhmedEssam_eramax 9 місяців тому

    عمل رائع ومشرف بارك الله فيك

  • @samkee3859
    @samkee3859 3 місяці тому

    Fantastic video

  • @jean-marclugrin1902
    @jean-marclugrin1902 3 місяці тому

    Really great, thank you

  • @florentinudrea7837
    @florentinudrea7837 Рік тому

    My boi didn't put other resources in the description as promised :(

  • @johathanreyes1592
    @johathanreyes1592 Рік тому

    Crazy good video.

  • @matveyshishov
    @matveyshishov Рік тому

    So awesome!!!

  • @watcher8582
    @watcher8582 10 місяців тому

    Very nice.

  • @SiiKiiN
    @SiiKiiN Рік тому +3

    What aren’t neural networks doing…

  • @maxmiller2009
    @maxmiller2009 3 місяці тому

    Gem

  • @revimfadli4666
    @revimfadli4666 7 місяців тому

    Reddit says this isn't how neural networks work lol

  • @censoredamerican3331
    @censoredamerican3331 Рік тому

    Your volume is too low