What Are Neural Networks Even Doing? (Manifold Hypothesis)

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  • Опубликовано: 22 дек 2024

Комментарии • 69

  • @RayCromwell
    @RayCromwell 10 месяцев назад +17

    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 2 года назад +18

    After 20 years in RUclips, i think this might be the first RUclips 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  2 года назад +1

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

  • @Andrey-rc6wp
    @Andrey-rc6wp 2 года назад +13

    Thank you RUclips for recommending this absolute gem 💎

  • @ziwang2247
    @ziwang2247 Год назад +3

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

  • @AO-wj4ie
    @AO-wj4ie 29 дней назад +1

    you make me fall in love with neural networks

  • @reilandeubank
    @reilandeubank 2 года назад +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 2 года назад

      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 2 года назад

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

    • @greatfate
      @greatfate  2 года назад +2

      Thank you so much for the kind words🙏

  • @TrashMelon
    @TrashMelon 2 года назад +2

    Awesome Visualization! Never thought of NNs that way :)

  • @maverickdfz
    @maverickdfz 2 года назад +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 9 месяцев назад

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

  • @shouryansingh1110
    @shouryansingh1110 2 года назад +2

    This literally blew my mind away✨

  • @mitselek
    @mitselek 2 года назад +3

    this was just an eye opener for me

  • @sapphirenw
    @sapphirenw 2 года назад +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  2 года назад +1

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

  • @nitinss3257
    @nitinss3257 6 месяцев назад +1

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

  • @MrLimpingTwerp
    @MrLimpingTwerp 11 месяцев назад +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!

  • @MattHudsonAtx
    @MattHudsonAtx Год назад

    Best intuition guide for NNs I've seen yet

  • @willykitheka7618
    @willykitheka7618 2 года назад +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  2 года назад

      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 🤣

  • @robertwalkley4665
    @robertwalkley4665 2 года назад +2

    Excellent video, well done!

  • @connorkapooh2002
    @connorkapooh2002 10 месяцев назад

    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

  • @MichaelBarry-gz9xl
    @MichaelBarry-gz9xl 4 месяца назад

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

  • @leoniegadner9499
    @leoniegadner9499 5 дней назад

    this is so beautiful omg

  • @jbradymc
    @jbradymc 2 года назад +2

    Great video and amazing work thanks

  • @cobbut
    @cobbut 2 года назад +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  2 года назад +2

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

  • @agentdarkboote
    @agentdarkboote 2 года назад +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  2 года назад

      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 2 года назад

      @@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.

  • @arjunpathak903
    @arjunpathak903 2 года назад +2

    Beautiful ❤

  • @ryantwemlow1798
    @ryantwemlow1798 10 месяцев назад

    Wow! Such a fascinating video, beautifully animated😀

  • @the_gobbo
    @the_gobbo 2 года назад +2

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

  • @swaggythecat
    @swaggythecat 5 месяцев назад

    Insanely cool animations. really helps to visualize.

  • @BooleanDisorder
    @BooleanDisorder 10 месяцев назад

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

  • @kanewilliams1653
    @kanewilliams1653 5 месяцев назад

    Beautiful animations.

  • @knighthawk2062
    @knighthawk2062 2 года назад +6

    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  2 года назад +1

      I appreciate you hanging in there 🤣❤

  • @bbagchi3771
    @bbagchi3771 2 дня назад

    Excellent explanation - thanks ..

  • @diangopa
    @diangopa Год назад

    Really nice video man. Keep on the good work

  • @ShantanuSingh-wc4ou
    @ShantanuSingh-wc4ou 11 месяцев назад

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

  • @antoineberkani9747
    @antoineberkani9747 7 месяцев назад

    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...

  • @AhmedEssam_eramax
    @AhmedEssam_eramax 11 месяцев назад

    عمل رائع ومشرف بارك الله فيك

  • @gauss8134
    @gauss8134 4 месяца назад

    incredible video!

  • @jean-marclugrin1902
    @jean-marclugrin1902 5 месяцев назад

    Really great, thank you

  • @finnrobertson2592
    @finnrobertson2592 4 месяца назад

    Great animations

  • @samkee3859
    @samkee3859 5 месяцев назад

    Fantastic video

  • @aaquib2010
    @aaquib2010 10 месяцев назад

    just WOW! a totally new perspective

  • @lilmoesk899
    @lilmoesk899 11 месяцев назад

    Cool video! Please do more :-)

  • @johathanreyes1592
    @johathanreyes1592 Год назад

    Crazy good video.

  • @matveyshishov
    @matveyshishov Год назад

    So awesome!!!

  • @gopsda
    @gopsda 9 месяцев назад

    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.

    • @AO-wj4ie
      @AO-wj4ie 29 дней назад

      I think it's mentioned in the description

  • @Recordscience
    @Recordscience 7 дней назад

    Holy fuck this is beautiful thank you man

  • @alextilson9741
    @alextilson9741 4 месяца назад

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

  • @willykitheka7618
    @willykitheka7618 2 года назад +14

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

    • @greatfate
      @greatfate  2 года назад +6

      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 9 месяцев назад

      ​@@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?

  • @watcher8582
    @watcher8582 Год назад

    Very nice.

  • @florentinudrea7837
    @florentinudrea7837 Год назад

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

  • @TheXabl0
    @TheXabl0 7 месяцев назад +1

    Why did you stop posting?

  • @maxmiller2009
    @maxmiller2009 5 месяцев назад

    Gem

  • @revimfadli4666
    @revimfadli4666 9 месяцев назад

    Reddit says this isn't how neural networks work lol

  • @AndarManik
    @AndarManik 2 года назад +3

    What aren’t neural networks doing…

    • @greatfate
      @greatfate  2 года назад +1

      Good question 🤣

  • @censoredamerican3331
    @censoredamerican3331 Год назад

    Your volume is too low