I Made a Neural Network with just Redstone!

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  • čas přidán 16. 06. 2024
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    0:00 Intro
    0:23 Backstory
    2:02 MLP or CNN?
    2:43 MLP Explanation
    5:19 The Plan
    5:39 Python Simulation
    7:45 Input Layer
    8:43 Hidden Layer
    11:37 ReLU
    11:58 Output Layer
    13:09 Softmax (Kinda)
    15:25 Showcase
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Komentáře • 1,8K

  • @mattbatwings
    @mattbatwings  Před 23 dny +392

    To try everything Brilliant has to offer-free-for a full 30 days, visit brilliant.org/mattbatwings
    You’ll also get 20% off an annual premium subscription.

    • @kraralmosawi7843
      @kraralmosawi7843 Před 22 dny +3

      ok man we got to address your genius 💀😭🙏

    • @maxtres764
      @maxtres764 Před 22 dny +1

      "Why should we try brilliant if we have you?"-me

    • @YSCU261
      @YSCU261 Před 22 dny +4

      i mean, neural networks, brilliant, it's all connected

    • @DieNow
      @DieNow Před 22 dny +2

      Did you use a cnn to make the mnist image reduced and input the weights in a feed forward neural network?

    • @gameingroom5829
      @gameingroom5829 Před 22 dny +1

      Thanks I love brilliant

  • @CraftyMasterman
    @CraftyMasterman Před 22 dny +7205

    if you guys think this is insane, it took this guy like 2 weeks to make this all start to finish this man is a MACHINE

  • @wiki2014
    @wiki2014 Před 22 dny +4584

    ChatGPT playing minecraft: ❌️
    Minecraft running ChatGPT: ✅️

    • @alibrahym
      @alibrahym Před 21 dnem +42

      Yeah bro they'll make a server, represent the internet, someone will then recreate chatgpt with redstone make it learn alot and people would be able to use it, but the problem is redstone is very slow, so they have to speed up the time so much, that it even responses in a "ok" time.

    • @Centorym
      @Centorym Před 21 dnem +17

      Someone NEEDS to make a chat GPT in minecraft, I Don't care if it uses command blocks, it would be so cool!

    • @tung-hsinliu861
      @tung-hsinliu861 Před 21 dnem +47

      @@Centorym The GPT language models are so huge that, if we convert the whole model into redstone, the scale of the redstone machine will be so large that it will not even fit within render distance!
      For comparison chatGPT model size is somewhere about 10 million~10 billion times larger than the number-recognitoin model.
      Yeah I think command blocks is the only way to go, but even that the amount of command blocks would be monumental!
      And the labor of copying the entire model by hand...
      I think the conversion process has to be automated to be feasible

    • @Ari_Fudu
      @Ari_Fudu Před 21 dnem +10

      @@tung-hsinliu861 then we must settle for a very barebones version that has predetermined responses - although that'll be more of a magic 8ball ngl

    • @crispinotechgaming
      @crispinotechgaming Před 20 dny +23

      ​@@Ari_Fudubut then it's not a neural network

  • @giosee_
    @giosee_ Před 17 dny +69

    the ONLY person on youtube that managed to explain neural networks in seconds, it took me days of research to understand them, be able to make and explain them

  • @Knarfy
    @Knarfy Před 22 dny +193

    I will likely never fully understand these videos, but man are they impressive 👏
    Incredible work! My brain is fried

    • @Centorym
      @Centorym Před 21 dnem +5

      ive never seen people not reply to a famous youtuber lol

    • @Flupus
      @Flupus Před 14 dny

      Hi knarfy

    • @Flupus
      @Flupus Před 14 dny +1

      Are you gonna be doing "Breaking a neural network with your dumb ideas"?

    • @ThatGuyNyan
      @ThatGuyNyan Před 9 dny

      Fried brain 🤤

    • @Centorym
      @Centorym Před 8 dny

      @@ThatGuyNyan run knarfy RUN before this guy makes a 3 course meal from you

  • @Ierzi
    @Ierzi Před 23 dny +2242

    This was 100% a brilliant partnership

  • @puppypalice
    @puppypalice Před 22 dny +1275

    We’re getting to the point where pretty soon someone is gonna recreate the nes in minecraft, or make doom in minecraft, im betting that within 10 years someone will get either doom or super Mario bros or the legend of Zelda running just off redstone

    • @thisflyingpotato4227
      @thisflyingpotato4227 Před 22 dny +226

      Idk about other games but doom already exist, someone ran it on his redstone computer (I believe it was called IRIS) I'll get back and edit this comment with the code of the video
      (edit) _SvLXy74Jr4 Also I have no idea if this has been done before

    • @frkieran
      @frkieran Před 22 dny +17

      such an original comment

    • @proceduralism376
      @proceduralism376 Před 22 dny +39

      Modpunchtree already ran doom on his cpu iris you can look up the video

    • @feeries8208
      @feeries8208 Před 22 dny +25

      @@proceduralism376 yeah and its only 28~32s for each frame

    • @adryanlucas096
      @adryanlucas096 Před 22 dny +5

      A NES Emulator in minecraft would be CRAZY

  • @IGaming73
    @IGaming73 Před 21 dnem +693

    We got real AI in Minecraft before GTA 6

    • @krinodagamer6313
      @krinodagamer6313 Před 15 dny +9

      Diabolical

    • @goldfishglory
      @goldfishglory Před 14 dny +10

      😭😭WE ONLY HAVE A COUPLE YEARS TO MAKE THESE JOKES; EVERYTHING WILL STOP BEING IMPRESSIVE SINCE ITS AFTER GTA 6

    • @_sandy_
      @_sandy_ Před 14 dny +2

      i came here looking for this comment LMFAO

    • @NolanHOfficial
      @NolanHOfficial Před 12 dny +13

      ​@@goldfishglorywe got gta 6 before gta 7 - some guy in 2093

    • @goldfishglory
      @goldfishglory Před 12 dny

      @@NolanHOfficial true

  • @devultra1125
    @devultra1125 Před 17 dny +28

    Bro, people out there creating neural networks in Minecraft, and I'm struggeling opening a chocalate bar while watchin them

  • @TCCPeanutButter
    @TCCPeanutButter Před 22 dny +846

    I’m struggling on a 2x2 this dudes making a Neural Network.

    • @MrFiveHimself
      @MrFiveHimself Před 22 dny +31

      dont worry dude! it just takes time! You should watch his logical redstone reloaded series. (both new and old). they’re really helpful in understanding how computational redstone works. After that, just try to make an ALU. Its an amazing starting goal and once you’ve made your own, you can confidently say you’re proficient. I wish you luck on your journey

    • @takyc7883
      @takyc7883 Před 22 dny +79

      its 4

    • @Asheetanshu
      @Asheetanshu Před 22 dny +8

      ​@@takyc7883he is talking about door

    • @MrFiveHimself
      @MrFiveHimself Před 21 dnem +41

      @@takyc7883 god damnit i laughed way too hard at that

    • @nynvib276
      @nynvib276 Před 21 dnem +2

      ​@@MrFiveHimself That's assuming the commenter is not on bedrock.

  • @lolmom5004
    @lolmom5004 Před 22 dny +1193

    my brother in christ, IT TOOK ME TWO MONTHS TO MAKE A NETWORK FROM SCRATCH THAT SOVLED THE MNIST DATASET IN PYTHON AND YOU DID IT IN REDSTONE IN 2 WEEKS, i applaude you, you redstone genius

    • @WoolyCow
      @WoolyCow Před 22 dny +59

      lol there is a video i love of some bloke just writing it in like half an hour :> watching it is great way to lose confidence in your abilities

    • @GustvandeWal
      @GustvandeWal Před 22 dny +2

      ​@@WoolyCow Link?

    • @WoolyCow
      @WoolyCow Před 22 dny +35

      @@GustvandeWal yt doesn't play nice with links, but its called "Building a neural network FROM SCRATCH (no Tensorflow/Pytorch, just numpy & math)"

    • @GustvandeWal
      @GustvandeWal Před 22 dny +3

      @@WoolyCow Thx!
      (Most copy the part after /watch?v= 🙂)

    • @WoolyCow
      @WoolyCow Před 22 dny

      @@GustvandeWal oh lol i shouldve thought of that! thanks for the tip :D

  • @pegasaurisrex9707
    @pegasaurisrex9707 Před 17 dny +20

    I just did a machine learning course last semester, and your 2 minute explanation for an MLP network was way easier to understand than our textbooks chapter that covered it. This entire build is insane, amazing work!

  • @andysslayer
    @andysslayer Před 21 dnem +18

    We got AI in Minecraft before GTA 6

  • @NoahWolfe
    @NoahWolfe Před 22 dny +294

    You solved a number of difficult problems elegantly, but your amazing ability to communicate those ideas both visually and with narrative ease really stands out. Fantastic piece of content my dude.

  • @matercan5649
    @matercan5649 Před 22 dny +498

    The internet is such a cool place, imagine having a degree and choosing it to build real video games and software into minecraft and share it for a job, instead of actually building the video games and software, and making a living from that. The internet is so cool.

    • @Louis13XIII
      @Louis13XIII Před 22 dny

      Gaming companies are so scummy and exploitative that honestly that's ain't really a bad deal after all

    • @VortexFlickens
      @VortexFlickens Před 20 dny +3

      A forum for all ppl from stupid kids to Elon Musk

    • @watema3381
      @watema3381 Před 18 dny

      @@VortexFlickens Not much of a flattering comparison for stupid kids don't ya think?

    • @Esiv0_
      @Esiv0_ Před 17 dny +13

      @@VortexFlickens you said stupid kids twice

    • @Meyer-gp7nq
      @Meyer-gp7nq Před 16 dny

      Wow look at the stupid kids hating on Elon cause he’s successful. Someone made a joke, cope

  • @OszkarFulop
    @OszkarFulop Před 20 dny +14

    mattbatwings in 1 year: I Made a Technological Singularity with just Redstone!

  • @chaosinsurgency884
    @chaosinsurgency884 Před 16 dny +7

    Your transcript for college, internships, and future jobs in computer science is gonna be so stacked

  • @mmdts
    @mmdts Před 22 dny +345

    In 16-bit logic, you can replace division by 15 by a multiplication by -30583 (32 bit result), three shifts, and two addition operations. You can easily figure this out by compiling a function that returns its 16-bit argument divided by 15 on clang with -O2, and what's efficient to do on silicon fabric (integers over floats, and multiplication over division) is almost always efficient in minecraft too.
    As for softmax, in 2021, researchers at nvidia created a hardware-efficient softmax replacement called "softermax" that is realistically implementable in minecraft.
    I'm not a minecraft expert, but I love seeing hardware implementations of functions, and minecraft is no exception.

    • @law1337
      @law1337 Před 7 dny +17

      Just because a function is hardware-efficient doesn't necessarily mean it can be easily or efficiently implemented in Minecraft, but it's an interesting point.

    • @LtDan-fy7lc
      @LtDan-fy7lc Před 5 dny +3

      @@law1337 "what's efficient to do on silicon ... is almost always efficient in Minecraft too."
      Java: *raises eyebrow*

  • @flameofthephoenix8395
    @flameofthephoenix8395 Před 22 dny +407

    14:19 Exponentiation is pretty simple, just convert the exponent to a binary number, then for each bit that is turned on you add the corresponding exponent, and to get the list of corresponding exponents you just start with the number you're raising to the power of the exponent and multiply by two each step. Here's an example, if you have 5^7 then it will convert 7 to binary which is 111 then it will multiply 5, 25, and 625 to get 78,125 which is the correct answer.

    • @skaleee1207
      @skaleee1207 Před 22 dny +85

      Also known as Square-And-Multiply algorithm

    • @flameofthephoenix8395
      @flameofthephoenix8395 Před 22 dny +65

      @@skaleee1207 Nice! I didn't know its official name. Originally, I thought I was the first person to come up with it, I remember being quite proud of it, later on I learned that it already existed, but I didn't know the name until now! That name is a lot simpler than my explanation and will allow people to find more information on it too, thanks!

    • @sebastiangrau8409
      @sebastiangrau8409 Před 22 dny +25

      This is an exponential with eulers number. Any output would be irrational and very messy. I understand why he would avoid this.

    • @antarctic214
      @antarctic214 Před 21 dnem +9

      You could do it with base 2 (or 4), its just changing the "temperature". In that case exponentiation is trivial (bitshift). But you still have to do division.

    • @Rudxain
      @Rudxain Před 21 dnem

      That's like shift-and-add but for exp instead of mul

  • @RagedRhyme
    @RagedRhyme Před 22 dny +1

    These projects of your are insane and the fact you choose a project AND actually push yourself to do it is super admirable

  • @viaJustin1910
    @viaJustin1910 Před 19 dny +7

    This is such a good demonstration that every hard problem is just a ton of smaller easier problems.

  • @capsey_
    @capsey_ Před 22 dny +145

    offtopic but recently started second semester on my computer science in college and was like "omg it's mattbatwings thing" the whole lecture because i already learned most of the stuff they were talking about from you 💀

  • @bens8419
    @bens8419 Před 23 dny +196

    It’s always a good day when a mattbatwings Video is on my recommended

    • @CubeXC
      @CubeXC Před 22 dny +3

      Brp you could not get recommended this before premiere

    • @user-yp6gm2wi9d
      @user-yp6gm2wi9d Před 22 dny +2

      Same

    • @pauliesnug
      @pauliesnug Před 22 dny +2

      @@CubeXC you can. before a premire starts, it can be recommended

  • @yvesivo
    @yvesivo Před 21 dnem +1

    i'm amazed how well explained everything in this video is! keep on rocking

  • @natthekiwi7074
    @natthekiwi7074 Před 21 dnem +2

    I was trying to come up with a project to add to my resume and you just simplified me to focus on ML. Thank you! :)

  • @kevinjerome5954
    @kevinjerome5954 Před 22 dny +56

    At this rate in 5 years I'm going to see a video on my homepage from mattbatswings where he ports the entire Linux kernel into Minecraft

    • @kaz49
      @kaz49 Před 8 dny +2

      Well, they do say that Linux runs on just about anything

  • @TheKikou18
    @TheKikou18 Před 22 dny +195

    Actually you only need to be continuous for training, for deployment you can drastically decrease the precision
    Without losing accuracy, if you do it right
    There's a paper where they reduce it all the way to one bit per neuron, which is a perfect fit for minecraft
    (And I'm pretty sure also to 4 bits, which would fit signal strength applications)

    • @user-yi8uz2ph1y
      @user-yi8uz2ph1y Před 22 dny +32

      quantization baby

    • @MilkGlue-xg5vj
      @MilkGlue-xg5vj Před 22 dny

      ​​@@user-yi8uz2ph1y Imagine getting a binary quantization good at mnist lol

    • @whatisrokosbasilisk80
      @whatisrokosbasilisk80 Před 22 dny +13

      Even for training, you can use quantization-aware or non-differentiable methods and meet parity on inference during training.

    • @MilkGlue-xg5vj
      @MilkGlue-xg5vj Před 22 dny

      @@whatisrokosbasilisk80 That's what I'm talking about

    • @MrSonny6155
      @MrSonny6155 Před 20 dny +1

      I'm guessing this is the BNN paper by Courbariaux et al. from 2016? I'm skimming through the claims and it's insane what quantization can theoretically do.

  • @luckybeeyt
    @luckybeeyt Před 16 dny +2

    This guy in 2030: Building robots to colonize all solar system planets with just redstone!

  • @lauchaufraedern
    @lauchaufraedern Před 17 dny +2

    This is absolutely insane, keep up the good work!

  • @novantha1
    @novantha1 Před 22 dny +29

    The first thing that comes to mind is a recent cutting edge implementation of QAT (quantization aware training) called Bitnet 1.58; it operates on different principles than a standard MLP. It replaces the Matrix multiplication with binary operators (addition, subtraction, or no-ops), so it's fast in inference deployment and cheap in that you can sort of fit a single "unit" of weights into 1.58 bits (though it's easier to just do it as a 2bit implementation with one state unused). It'd probably be way faster in a Minecraft context as one of the biggest disadvantages in IRL deployment, that you need custom hardware to take full advantage of the speed improvements, isn't really a disadvantage in a bespoke system.
    Anyway, the biggest difference is in the training process; it's trained at Int8 or FP8 (if memory serves, it's been a little while), and is then downscaled to the 1.58bit representation, but the information lost in that conversion to ternary values is preserved in a weight reconstruction matrix, basically. The end goal is that the network is made aware that it will be converted to a ternary representation. Hence, "quantization *aware* training", so you might be able to preserve more of the accuracy of the floating point model than you thought.
    Strictly speaking, the full bitnet implementation is a Transformer network, but it should still apply to raw MLPs given that they started with the FFN (essentially an MLP placed inside a more complex network with self attention and a language head).

  • @NEOMatrix-bd7uo
    @NEOMatrix-bd7uo Před 22 dny +27

    I never thought a Minecraft video will teach me neural network better than my teacher, thanks for the upload

  • @ahmad777-noob3
    @ahmad777-noob3 Před 4 dny

    The way you explained all of those deep learning terms in simple words is just marvelous!

  • @bright_minary6537
    @bright_minary6537 Před 22 dny +2

    You just reinvented the integer quantization! Nice job🎉

  • @nik7069
    @nik7069 Před 22 dny +13

    Brother.
    I spent a while learning how to make neural networks as a school project, and just doing this from scratch, in redstone is absloutely astonishing. Legend, Mattbat.

  • @LazyGuy-ne3ox
    @LazyGuy-ne3ox Před 23 dny +29

    That's incredible! Combining neural networks with Minecraft is pure genius. Keep up the amazing work!

  • @guyleroy8022
    @guyleroy8022 Před 17 dny +2

    Amazing project, congrats. Note: instead of multiplying the weights by 100, you can perform post-training int8 quantization to maintain most of the original accuracy.

  • @Mic_Glow
    @Mic_Glow Před 16 dny +2

    I remember dabbling a bit in neural networks years ago and also went with integers instead of floating point, it was just 5x easier to code in the ancient software I was using on a school PC...
    Very nice redstone.

  • @pikagamer9676
    @pikagamer9676 Před 22 dny +26

    Nice i also thought at first that your going to train the model in Minecraft but it seems that if its going to happen its going to be a whole other story

    • @dumblr
      @dumblr Před 21 dnem +2

      wait 2 more weeks lol

  • @Povilaz
    @Povilaz Před 21 dnem +2

    Okay, this just looks bonkers insane. Awesome work.

  • @stackootb9822
    @stackootb9822 Před 14 dny

    This taught me about implementing neural networks better than a lot of learning resources I've watched. Good work

  • @rubensf7780
    @rubensf7780 Před 22 dny +30

    Now please make a calculator where you can draw the numbers yourself (using a neural network and calculator) that would be awesome

  • @humanperson8418
    @humanperson8418 Před 22 dny +94

    Ok, now make an AI assisted shape drawing tool for your paint program.
    e.g. draw a bad square, it draws a good square with the same width and height.
    draw an ugly number, it fixes it by converting it to the closest possible number with correct dimensions.

    • @SuitedGhost
      @SuitedGhost Před 22 dny +31

      that sounds like pure hell
      I love it

    • @alluseri
      @alluseri Před 22 dny +4

      nah

    • @NoVIcE_Source
      @NoVIcE_Source Před 16 dny +2

      @@alluseri i like how google translate assertively translates this to "Now"

  • @arthurmorais7930
    @arthurmorais7930 Před 21 dnem

    dude! seriously, from the bottom of my heart, you deserve sooooo much more recognition! thank you for this fantastic content

  • @JohnathonShell
    @JohnathonShell Před 14 dny

    This was so cool man. Great job!

  • @Kirbogun
    @Kirbogun Před 14 dny +7

    1 step closer to google in minecraft

    • @sillentkillerff9520
      @sillentkillerff9520 Před dnem

      There is a mod that uses block's as a screen and it connects to Google's url so thechnicly you can wach CZcams in Minecraft

  • @LightslicerGP
    @LightslicerGP Před 22 dny +18

    Amazing
    I hope you mention the first guy who did a neural network thing in minecraft, recognising numbers
    Edit: he did

    • @ThiaGamesBR
      @ThiaGamesBR Před 21 dnem +1

      Feels good to comment before watching the video...

    • @two697
      @two697 Před 21 dnem +3

      Why would you comment this before watching the video. He mentioned the other guy very early on in the video

    • @doctoroppa7991
      @doctoroppa7991 Před 14 dny

      Twitter rot

  • @ckjdinnj
    @ckjdinnj Před 6 dny

    Great work! You helped me gain a better understanding of the weights. I don’t know why i was having a hard time grasping how the weights worked. Thank you

  • @DeveloperJake
    @DeveloperJake Před 5 dny

    That’s a marvelous creation to be able to feature on your portfolios.

  • @etienneweidenfeld6468
    @etienneweidenfeld6468 Před 15 dny +4

    Bro is bout to build a quantum computer in Minecraft… 💀

  • @NieMamNicku
    @NieMamNicku Před 22 dny +6

    respect for the sponsor's dish at the end of the episode

  • @Darockam
    @Darockam Před 9 hodinami

    Congratulations, that's so cool! I used to do a lot of redstone back then, so I love seeing people pushing the limits further and further with it :)

  • @JohnSchley
    @JohnSchley Před 16 dny

    massive kudos dude, seriously impressive!!!

  • @TimeWisely
    @TimeWisely Před 22 dny +3

    Wow, that's actually crazy, good on you!

  • @youMatterItDoesGetBetter

    Congrats, you passed your PhD thesis.

  • @OrangeBoyAdventures

    This is amazing bro. Great job!

  • @befikerbiresaw9788
    @befikerbiresaw9788 Před 13 dny +1

    Dude your project just made me fully understand MLPs and neural networks thank you.

  • @Proman4713
    @Proman4713 Před 17 dny +3

    I just started the first few seconds of the video... the Minecraft soundtrack remix is awesome! Gives you a liiitle bit of the nostalgia of the original soundtrack but it feels so cool

  • @Pohakoo
    @Pohakoo Před 22 dny +3

    WHAT THIS IS THE VIDEO I’VE BEEN WAITING FOR OMGGGG

  • @DiamondzFinder_
    @DiamondzFinder_ Před 19 dny

    I'm always happy to see what wizardry you come up with. Keep being awesome man!

  • @AyaanThe0ne
    @AyaanThe0ne Před 21 dnem +1

    This was such an entertaining video yet i still understood what you were talking about. This was amazing!

  • @infinitearcstudios
    @infinitearcstudios Před 23 dny +23

    This is great work! I never thought we would have machine learning with just Redstone.

    • @bintangramadan3217
      @bintangramadan3217 Před 22 dny

      There's a guys who made this 1 year ago lol in minecraft

    • @The.Sponge
      @The.Sponge Před 22 dny +2

      @@bintangramadan3217 Yeah but Mattbatwings is aware of that so maybe there will be something new?

    • @CubeXC
      @CubeXC Před 22 dny +1

      You could npt have seen it yet, stop saying stuff just to get like. It was before premiere

    • @mineq4967
      @mineq4967 Před 22 dny +16

      its not machine learning, he just pasted the weights and biases into the neural network, not making it learn itself like a machine learning algorithm would

    • @Louis13XIII
      @Louis13XIII Před 22 dny

      @@mineq4967 yeah that's a bit deceptive tbh

  • @fearofthechippan
    @fearofthechippan Před 22 dny +13

    This is honestly incredible. I wish this was around when I was studying these concepts, would have helped me understand back propagation and softmax so much quicker

  • @HeavenComet
    @HeavenComet Před 21 dnem

    yooooo this is such a big inspiration since for a year or two now ive been working on and off on an AI that speedruns minecraft and i kinda stopped working on it for awhile but i think i might go back to it bc of this! this video brought it all back

  • @anon-yn9rc
    @anon-yn9rc Před 22 dny +1

    Dude its sick and u are on next level , this one got u a subscriber. Keep going!

  • @error.418
    @error.418 Před 20 dny +8

    Can't say enough about how great it is that you showed prior work from others in the community before digging in to your version. That's what we want to see in the community ❤

  • @ALPRNX422
    @ALPRNX422 Před 22 dny +12

    at this point bro is gonna make hooman brain in redstone dang good job

    • @ziphy_6471
      @ziphy_6471 Před 20 dny +1

      Cringe

    • @ALPRNX422
      @ALPRNX422 Před 20 dny +1

      @@ziphy_6471 omg its linus no way 🔥🔥🔥

    • @ziphy_6471
      @ziphy_6471 Před 20 dny +2

      @@ALPRNX422 I have several children in my basement

    • @ALPRNX422
      @ALPRNX422 Před 20 dny +1

      @@ziphy_6471 cool

    • @ziphy_6471
      @ziphy_6471 Před 20 dny

      @@ALPRNX422 Will you be my next OwO UwU * turns up bulge *

  • @jhoylangoncalves3127
    @jhoylangoncalves3127 Před 9 dny

    Man, that looks so fun.
    Congratulations.

  • @imabioligist1882
    @imabioligist1882 Před 8 dny +1

    bro what you are a genuine genius. I do not mean this non-literally, you are a genius

  • @Pafiya256
    @Pafiya256 Před 16 dny +3

    We are getting AI in minecraft before GTA VI comes out 💀💀

  • @dreamer964
    @dreamer964 Před 22 dny +30

    NO DONT TAKE OUR REDSTONE ENGINEERS JOBS

  • @epicfilms4life507
    @epicfilms4life507 Před 11 dny

    This is really good bro for visualising how computers work deep down in their tiny chips. Like ur essentially blowing up a cpu to its full size and literally WALKING thru the details and wiring. U can be a goated CS major bro, u have so much f**ING talent bro. How old are you dude? Did you do UNI, or are you currently doing uni? Like bro, go do a CS major or smth, you could make a shit ton of money from just research and development. U got like bottomless talent levels bro

  • @ParkerJaster
    @ParkerJaster Před 16 dny

    This video was awesome!! It taught me the basics of machine learning but related it all to Minecraft. The perfect combo!

  • @InsertName404
    @InsertName404 Před 22 dny +4

    How did u get around the network being bad at actual digit recognition, due to the MNIST data set all being perfectly centered?

    • @ferguspick6845
      @ferguspick6845 Před 14 dny +1

      A simple MLP can learn a pretty good representation already for this dataset, but one easy approach would be to transform the input images (e.g. skew, rotate) and add these as additional training samples, this makes the learned representations even more robust :)

    • @InsertName404
      @InsertName404 Před 14 dny

      @@ferguspick6845 tysm

  • @KiwiRedstone
    @KiwiRedstone Před 23 dny +7

    Wait what!???? Please tell me that this is just uploading the model into redstone and not all complex things like backpropagation to train the NN inside Minecraft...

    • @FriedMonkey362
      @FriedMonkey362 Před 22 dny +4

      For simple nural networks you dont really need backpropagation, you can just randomize the values until it gets better, itll take longer to train and wont be as efficient but its way easier to do

    • @bintangramadan3217
      @bintangramadan3217 Před 22 dny +1

      Bro there's a guy from Chinese who made neural Network in mine5 1 year ago lol

    • @Abcdef0101_
      @Abcdef0101_ Před 22 dny

      ​@@bintangramadan3217Send the vid pls

    • @boblol1465
      @boblol1465 Před 22 dny +3

      yes it is uploading the model into redstone dw

    • @KiwiRedstone
      @KiwiRedstone Před 22 dny

      At least...

  • @liamloveslunch
    @liamloveslunch Před 10 dny

    Really great video. Also you demonstrate how easy making a neural network can be. You just explained everything very well. Will inspire people. Inspired me.

  • @holthuizenoemoet591
    @holthuizenoemoet591 Před 14 dny +1

    So a really cool detail is how you handle the floating point limitation, this is actually really close to some quantitation solutions, look at the paper : "The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits" if you have the time, you might find further optimizations there

  • @NimproductionsYT143
    @NimproductionsYT143 Před 22 dny +7

    I’m a time traveler and mattbatt has recently made a human brain in Minecraft

    • @Meyer-gp7nq
      @Meyer-gp7nq Před 16 dny

      He also made a Time Machine in Minecraft which is how you’re here I assume

    • @NimproductionsYT143
      @NimproductionsYT143 Před 16 dny

      @@Meyer-gp7nq Naturally

  • @nesicvojin
    @nesicvojin Před 22 dny +37

    So... For all of you without experience with neural networks, this isn't a whole thing (not even close). He is placing weights which he already got from training in Python. Even though this is impressive, it's way less impressive than some of his other builds. Training a neural network would be impossible in Minecraft because of all the math it requires which isn't possible (or extremely hard and slow) in Minecraft... I hope I cleared things out :)

    • @Dimitri_gdr
      @Dimitri_gdr Před 22 dny +1

      You're right, but had to do that and the result is still pretty cool

    • @andreabassi4521
      @andreabassi4521 Před 22 dny +2

      It's not impossible, maybe with a lighter neural network the training process will be possible.

    • @teabow.
      @teabow. Před 22 dny +1

      it's a neural network

    • @TheKastellan
      @TheKastellan Před 22 dny +3

      I mean it pretty obviously isn't the whole thing, and regardless it is still impressive. Logical redstone is pretty much "just" how you chain different circuits together so saying that it is any less impressive doesn't really make sense. Also even if it is just hard coding the weights, it is STILL a valid neural network model. Weird comment.

    • @flameofthephoenix8395
      @flameofthephoenix8395 Před 22 dny +1

      I'm not extremely familiar with Minecraft, but I suspect that second half of what you said, "extremely hard or slow" is more accurate, though there would of course be memory limitations of the computer itself being unable to store all of the redstone. However, assuming the world file isn't too large Minecraft should be Turing complete.

  • @noahflood
    @noahflood Před 10 dny

    Dude this is so amazing. To have the skill to make a machine like this, understand the math and computations behind it, minecraft knowledge, and the video production after it all? That's amazing

  • @ItsMerle.
    @ItsMerle. Před 21 dnem

    You’ve outdone yourself again, great Job! 🙌🏻

  • @YuraSuper2048
    @YuraSuper2048 Před 22 dny +3

    bro casually invented quantization by himself 💀

  • @PigeonyStudios
    @PigeonyStudios Před 20 dny +9

    so basically you're creating AIs from binary 💀

  • @diegomarni1754
    @diegomarni1754 Před 15 dny

    This is such an amazing work I even applauded when the video ended. While watching the showcase I noticed that the 8 was always on the same confidence range, could this be a bug? Anyway this is incredible, Congratulations!!

  • @Martipops
    @Martipops Před 19 dny

    Okay the bit shift caught me off guard. Absolutely amazing work

  • @wonjontheaxolotl
    @wonjontheaxolotl Před 17 dny +1

    this is absolutely crazy, as someone who took machine learning in uni i never thought that this was possible in minecraft, mind blown!

  • @doce3609
    @doce3609 Před 21 dnem

    You are crazy. Amazing work. And also getting a sponsor.
    Nice work man

  • @CreateGuy4
    @CreateGuy4 Před 9 dny +1

    The first time I understood such a viedo! thanks! and please keep going!

  • @FellowRabbit
    @FellowRabbit Před 17 dny +1

    Finally found the perfect build for my base's front door combination lock

  • @LeleSwapper
    @LeleSwapper Před 21 dnem +1

    you never fail to amaze us, insane work!

  • @Gunbudder
    @Gunbudder Před 19 hodinami

    this is amazing showcase of what a NN is and how it works. i worked with NN's for years and i still struggle sometimes lol

  • @braveecologic2030
    @braveecologic2030 Před 10 dny

    Yep definitely cool. You just said about integers being needed for minecraft and I'm thinking so you just multiply it up... sounds obvious but its only because you were already talking about it. So good.

  • @thecuriousvoid42
    @thecuriousvoid42 Před 10 dny

    It felt like I am watching Alan Turing solving making enigma. Keep creating this kind of content.

  • @riczardo8588
    @riczardo8588 Před 18 dny +1

    I'm IT student too and it's soo amazing to watch!

  • @GoldDeniel
    @GoldDeniel Před 13 dny

    I finally understand how these neural networks work. Thank you!

  • @mewthecat7369
    @mewthecat7369 Před 21 dnem +1

    Before we know it someone's gonna create actual LIFE from just redstone

  • @ultronzix6330
    @ultronzix6330 Před 16 dny

    The machine looks like the deciphering machine from the "the imitation game"
    You are good man.

  • @qfurgie
    @qfurgie Před 21 dnem +1

    insane love your work

  • @huynhat1799
    @huynhat1799 Před 7 dny +1

    Although I didn't actually understand what you were doing, it's always fascinating how those people like you has pushed the minecraft redstone community so far. Keep up with your work!

  • @fruitpnchsmuraiG
    @fruitpnchsmuraiG Před 17 dny

    this is so cool, if there's even the slightest possibility to collaborate on a similar idea or project I'd be honored at such an opportunity

  •  Před 14 dny

    Awesome job and great explanation