Coding Challenge #12: The Lorenz Attractor in Processing

In this coding challenge, I show you how to visualization the Lorenz Attractor in Processing. Code: thecodingtrain.com/challenges...
🕹️ p5.js Web Editor Sketch: editor.p5js.org/codingtrain/s...
🎥 Previous video: • Coding Challenge 11: 3...
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References:
📑 Lorenz System on Wikipedia: en.wikipedia.org/wiki/Lorenz_...
📖 Lorenz Attractor: paulbourke.net/fractals/lorenz/
📚 PeasyCam library: mrfeinberg.com/peasycam
💻 beginShape(): processing.org/reference/begi...
🧾 What is a differential equation?: www.myphysicslab.com/explain/...
📕 My NOC class on Kadenze: www.kadenze.com/courses/the-n...
Videos:
🔴 Livestream Archive: • Live Stream #38: Viewe...
Related Coding Challenges:
🚂 #13 Reaction Diffusion Algorithm: • Coding Challenge #13: ...
🚂 #160 Spring Forces: • Coding Challenge #160:...
Timestamps:
0:00 Introducing today's topic
0:55 Differential Equations
2:30 Lorenz systems
3:36 Non-linear, chaotic systems
4:30 Start Coding!
6:07 Every cycle through draw is 1 unit of time
6:30 Add formulas to code
8:19 Change of time per frame
10:10 Modify the inputs
12:48 Plot the system
14:08 Scale the scene
14:42 Add an array list to store the data
16:00 Write an enhanced loop
17:00 Add beginShape() and endShape() to connect the points
17:52 Change to HSB mode and add color
19:07 Add an offset
20:06 Conclusion and design possibilities
Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound
🚂 Website: thecodingtrain.com/
👾 Share Your Creation! thecodingtrain.com/guides/pas...
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💡 GitHub: github.com/CodingTrain
💬 Discord: / discord
💖 Membership: kzread.infojoin
🛒 Store: standard.tv/codingtrain
🖋️ Twitter: / thecodingtrain
📸 Instagram: / the.coding.train
🎥 Coding Challenges: • Coding Challenges
🎥 Intro to Programming: • Start learning here!
🔗 p5.js: p5js.org
🔗 p5.js Web Editor: editor.p5js.org/
🔗 Processing: processing.org
📄 Code of Conduct: github.com/CodingTrain/Code-o...
This description was auto-generated. If you see a problem, please open an issue: github.com/CodingTrain/thecod...
#math #lorenzattractor #processing #java

Пікірлер: 432

  • @purify_with_liberties_flame
    @purify_with_liberties_flame7 жыл бұрын

    If math teachers taught like you and did coding, the words "when would i ever use this in the real world" would be a bit meaningless. I love your videos.

  • @davidmitchell2761

    @davidmitchell2761

    3 жыл бұрын

    EXACTLY.

  • @theman7050

    @theman7050

    2 жыл бұрын

    Ikr

  • @robertobreve8623
    @robertobreve86235 жыл бұрын

    I've been coding for more than 15 years, I got burned out, with these tutorials, I'm falling in love again with coding again, just like the old days. Thank you so much!

  • @thecosmicwhale
    @thecosmicwhale7 жыл бұрын

    You make learning programming so entertaining Dan, you ROCK!!!

  • @Shenanigans07
    @Shenanigans074 жыл бұрын

    This looks absolutely amazing using Unity's Line Renderer. I've had many teachers, none of them come close to you. You're an absolute gem.

  • @TheCodingTrain

    @TheCodingTrain

    4 жыл бұрын

    Nice work! You can submit a link to the coding train website if you like! github.com/CodingTrain/website/wiki/Community-Contributions-Guide There's also this video tutorial: kzread.info/dash/bejne/mJ991JKintK3Z7w.html.

  • @dickheadrecs
    @dickheadrecs7 жыл бұрын

    I would love to see a processing sketch that graphs Dan's heartbeat when he's doing these challenges

  • @taylorbaratka6883
    @taylorbaratka68836 жыл бұрын

    add "rotateY((hue/255)/360);" at line 44 or 45 right after "hue +=1;" and the curve will auto-rotate.

  • @TheCodingTrain

    @TheCodingTrain

    6 жыл бұрын

    nice tip!

  • @13Uzamakifan
    @13Uzamakifan7 жыл бұрын

    I've recently found out about your channel. It is amazing. Your videos are the only +10 min videos I can sit through and watch completely. You're both entertaining and informative. The whole range of things you're doing in these videos have convinced me to pick up computer science as my dual major!!

  • @JohnDoe-ki6fm
    @JohnDoe-ki6fm5 жыл бұрын

    That's pretty awesome. It is a testament to the success of the Processing environment, but also a triumph in terms of a tutorial for the Lorenz attractor and being able to explain what it is and get an interesting visualization of it on the screen without a lot of pain. Great job, Daniel!

  • @revimfadli4666

    @revimfadli4666

    4 жыл бұрын

    It's such a good environment that it's quite a shame the name's not so search engine optimized(for troubleshooting, at least)

  • @mikeandrewfernandez9797
    @mikeandrewfernandez9797 Жыл бұрын

    I love the way of him teaching so passionately. Full of energy!

  • @digitalArtform
    @digitalArtform8 жыл бұрын

    "Send me your coding challenges!" I would like to learn more about reaction-diffusion or navier-stokes in a Processing context. Since you're asking. :D Great series. As usual.

  • @TheCodingTrain

    @TheCodingTrain

    8 жыл бұрын

    +digitalArtform Added to my list!

  • @DannyHudetz
    @DannyHudetz7 жыл бұрын

    These are so great. I'm glad i found them. they have taught me so much and deserve a lot more views.

  • @electriic2540
    @electriic25407 жыл бұрын

    This channel is the most underrated thing. Thank you so much for these videos!

  • @jothe3inv
    @jothe3inv7 жыл бұрын

    Thank you so much for this. Love your enthusiasm, energy, and of course the clarity with which you explained all of this. I am having to study attractors in general and this one in particular for a dynamical systems class I am taking, and so far I was just seeing boring static pictures and graphs along with the theory. Creating and watching a live animation literally just made the subject come alive for me, haha... again thanks, this was great.

  • @TheCodingTrain

    @TheCodingTrain

    7 жыл бұрын

    Thank you!

  • @AshNapToys
    @AshNapToys7 жыл бұрын

    Your videos are great! Have you thought about doing a video on potential path planning? It's quite simple and lots of fun to play with.

  • @astropgn
    @astropgn6 жыл бұрын

    I learn so much with you! God damn. At first I thought this was kind of a kid channel. Because his theme is unicorns and rainbows. But I was wrong. It does have a more friendly theme, which only adds to the channel, but the content is very solid. I like it very much!

  • @aj1sharma
    @aj1sharma7 жыл бұрын

    you are just awesome. you encourage me take on new challenges and finish them as fast as possible.

  • @penguin1212
    @penguin12126 жыл бұрын

    This is so neat. Thanks a ton for making these vids!

  • @abrahamjacob8876
    @abrahamjacob88766 жыл бұрын

    Amazing work ! Please dont stop doing this! you are an inspiration!!

  • @Aprameyo
    @Aprameyo7 жыл бұрын

    Best videos ever! Love watching these.

  • @prestonchen2046
    @prestonchen20466 жыл бұрын

    You are flipping dope! Like the Bob Ross of codified art.

  • @saltyyolk9934
    @saltyyolk99345 жыл бұрын

    This is amazing. I'm starting to get attracted to differential integration. Thank you.

  • @BobIrving2
    @BobIrving25 жыл бұрын

    Crazy cool! I learned so much that I never got to in math in high school: Lorenz attractors, differential equations, etc. Some people don't like Dan's approach and his quirkiness, but it all works great for me!

  • @samlau7948
    @samlau79487 жыл бұрын

    Youre really cool, keep up the awesome work!

  • @mahyarazad
    @mahyarazad3 жыл бұрын

    You are the most inspiring person 🙌🏽 when it comes to coding. Thank you for your great videos.

  • @AzuriumOfficial
    @AzuriumOfficial7 жыл бұрын

    Thanks Daniel, I finally got the differential essence! Haha, I didn't expect that to happen in a coding challenge. Good job!

  • @ashmitabhattacharyya6612
    @ashmitabhattacharyya66123 жыл бұрын

    Beautiful tutorial! I'm a High School Student with a keen interest in coding and computer science and this tutorial has been tremendously useful in teaching me how to generate the Lorenz Attractor by myself for a project :) Thank you!!

  • @abominavelhomemdasbets5889
    @abominavelhomemdasbets58897 жыл бұрын

    Man you are very very good, thanks to this presentation I managed to finally get some great info on Lorenz's atractor and finish my school work. Thank you!!

  • @Dracstar
    @Dracstar7 жыл бұрын

    That is simply amazing!

  • @robertsolomon3328
    @robertsolomon33288 жыл бұрын

    Hello!! Just wanted you to know that you are really helping people with this channel. I am a physics student and I've been trying to learn programming for a while but didn't reallly feel something to ...... get me hyped for it, you know? That is, until i found your nature of code book on the web and it's awesome. Even more so, you got those vids with really interesting stuff and awesome explanations - really good way of teaching and talking to people to make them understand! So, what I wanted to say, thanks so much for everything you are doing!!!!

  • @TheCodingTrain

    @TheCodingTrain

    8 жыл бұрын

    Thank you I am so glad to hear!

  • @kronosuber9849
    @kronosuber98494 жыл бұрын

    Never thought someone could make differential equations entertaining. You have done it.

  • @Timisenman
    @Timisenman4 жыл бұрын

    I'm reading James Gleick's Chaos right now, and I became a bit spellbound by the Strange Attractor, and I've recently started learning about Processing and playing with it, so I googled "Lorenz Strange Attractor Processing" and the miracle of this video came up. Thank you so much for making it. A true dream come true.

  • @_-__-_6355
    @_-__-_63557 жыл бұрын

    I'm so glad I found your videos!

  • @adrianojordao4634
    @adrianojordao46343 жыл бұрын

    I made this exercise with 16 at 1994, it was an huge success in class. Used clipper and same graphical new clipper library that I got don’t know were, I think it had some mouse capability too. But then Delphi appears... This blog really captures the joy of programming that many times comes from this small projects. Continue the good work. The number of videos is impressive and already a very good library and an amazing starting point. Potencial value is huge.

  • @PsychedelicMindFluid
    @PsychedelicMindFluid7 жыл бұрын

    Loving these videos!

  • @whimsy5623
    @whimsy56233 жыл бұрын

    Dude this is such a cool technique.

  • @satyman08
    @satyman083 жыл бұрын

    This gives me a crazy new perception of the universe. Maybe were just in a 3D simulation, and the Big Bang was just God finishing his processing sketch and clicking run. 🤯

  • @blomblorpf
    @blomblorpf7 жыл бұрын

    I know absolutely nothing about coding. To be honest, I don't know the first rule of it. It has always been my dream, coding games for entertainment and programs to simplify things. I have I.T. as a subject next year, hoping it could give me some insight on coding, even if it's a minimum. I have a book full of ideas for games I want create, sadly, I can't just jump into it without any knowledge. I watch your videos, because I like the feeling of knowing that I will be able to do this one day if I work hard enough, and I love how code looks and feels. It amazes me. Thank you Daniel.

  • @satibel

    @satibel

    7 жыл бұрын

    you can try scratch ( scratch.mit.edu/ ) it's a program to make games easily and visually. It can help you get the idea of how programming works (basically you have blocks that interact together). example of how java works: int myvar; myvar=0; means myvar is an integer=0 String mystr; mystr="hello"; means myvar is a String="" functions work the same, but have parmeters int myfct(String myvar){ //some code return 0; } basically when making something you have [type] [name] [() or nothing] [{ } or ;] if you get these patterns (which are literal blocks in scratch, not words, programming is easy.

  • @blomblorpf

    @blomblorpf

    7 жыл бұрын

    manaquri Thank you so much for your help. I think I know what I'll be doing for the rest of today... Thanks!! :D

  • @RitobanRoyChowdhury

    @RitobanRoyChowdhury

    7 жыл бұрын

    I think you should look into the unity game engine (unity3d.com). It has some amazing tutorials on its site, as well as amazing youtube channels like Brackeys and quill18creates (as well as the related channels on their respective youtube pages) which should let you learn reasonably quickly. It uses C#, which could be a jump from scratches block-based programming, but it becomes easier and much more flexible than blocks quickly.

  • @satibel

    @satibel

    7 жыл бұрын

    Ritoban Roy Chowdhury thought I had put down some rambling about what to use as a "real" programming language, and I included unity, but it seems either ! didn't send it, or it was deleted, or it was somewhere else. though I approve unity (and c sharp) basically most current languages feel like csharp "but without" and/or "but with", so once you get that most mainstream languages will seem easy.

  • @RitobanRoyChowdhury

    @RitobanRoyChowdhury

    7 жыл бұрын

    Exactly. If you can understand a language like C# or Java, it should be easy to switch to another language.

  • @madhavsirohi2225
    @madhavsirohi22252 жыл бұрын

    One of the best/most lovely Teacher/elder brother on the internet!

  • @eduardvolochitin432
    @eduardvolochitin4325 жыл бұрын

    Best tutorial and coding KZreadr.

  • @321123580
    @3211235807 жыл бұрын

    I know it is emotional but you are super exciting! Thank you for making learning to code so fun!

  • @arjunarya2658
    @arjunarya26583 жыл бұрын

    This is so useful!! I taught myself javascript and java mainly with these videos

  • @Amrhossam96
    @Amrhossam967 жыл бұрын

    I was learning java and android development but after seeing your challenges i decided to tackle with web development a little but and i found in very interesting .. You're an inspiration and you make learning so much fun

  • @shamuratov
    @shamuratov5 жыл бұрын

    Thanks for doing what you're doing in the way you're doing it :)

  • @brandonallen2301
    @brandonallen23013 жыл бұрын

    This is so informative! Thank you!

  • @meridel9635
    @meridel96357 жыл бұрын

    That is great. Learning how to implement mathematics in code, and learning more advanced programming techniques in one video. Thanks Daniel, it's fantastic as always :).

  • @TheCodingTrain

    @TheCodingTrain

    7 жыл бұрын

    Thanks so much, I'm so glad to hear!

  • @computerwiz38
    @computerwiz387 жыл бұрын

    Very awesome video! You are very talented! Keep up the good work!

  • @imadsaddik
    @imadsaddik Жыл бұрын

    Thanks this was great!

  • @oldrocker3438
    @oldrocker34385 жыл бұрын

    Thank you. Wonderful lesson!

  • @user-ig6sc7sg8x
    @user-ig6sc7sg8x8 жыл бұрын

    I really like, this kind of live coding. I can see you each time add a piecec of code and how the new added code make a new effect to the whole program and show it as a graphic .

  • @TheCodingTrain

    @TheCodingTrain

    8 жыл бұрын

    +Tube You Thanks for the feedback!

  • @jaysonbalatong4075
    @jaysonbalatong40754 жыл бұрын

    You make programming so entertaining, I hope my professors too😢. Keep making videos Mr. Dan and spread that attitude of yours.

  • @Lostpanda123
    @Lostpanda1237 жыл бұрын

    Great illustration!

  • @moforogue
    @moforogue4 жыл бұрын

    i love you. thanks for everything.

  • @jokes108
    @jokes1082 жыл бұрын

    Amazing!

  • @EidurMoller
    @EidurMoller5 жыл бұрын

    You are like the coding Mister Rogers. Great videos.

  • @favc097
    @favc0975 жыл бұрын

    Thanks to you and Unreal Engine I finally understood how to use "ifs" hahaha I'm learning by my own, please don't be rude

  • @younusameenmuhammed3860
    @younusameenmuhammed38602 жыл бұрын

    very useful and easy understanding, thanks

  • @druidofpies
    @druidofpies Жыл бұрын

    I had to take a differential equations math course in college. A whole semester, and I was never really told what a differential equation was or when it was used. In 1.5 minutes you told me what my professor couldn't in 5 months. Truly amazing sir

  • @mrcoder2035
    @mrcoder20357 жыл бұрын

    This is awesome!

  • @pietroantenucci6415
    @pietroantenucci6415Ай бұрын

    That’s amazing

  • @milkyroad9593
    @milkyroad95936 жыл бұрын

    I have to say: Awesome Dan!

  • @somthings_wrong_here_now_maybe
    @somthings_wrong_here_now_maybe7 жыл бұрын

    On my next day off I'll have to mess around with this :D Seems awesome

  • @zakkia6784
    @zakkia67847 жыл бұрын

    I just witnessed the new "old spice" advert before this and I can't stop laughing

  • @plafhz
    @plafhz8 жыл бұрын

    You are the best !!!! really thanks!

  • @TheCodingTrain

    @TheCodingTrain

    8 жыл бұрын

    +Jose Lopez Thanks so much!

  • @abhijanwasti7991
    @abhijanwasti79917 жыл бұрын

    You the real MVP fam 😂

  • @AlejandroRodriguez-lq9mz
    @AlejandroRodriguez-lq9mz4 жыл бұрын

    Omg this man is a genious

  • @furrane
    @furrane8 жыл бұрын

    Smooth edit :) As always it's a pleasure to watch your videos. I both learn code technics and some interesting physic bits. Enjoy Shanghai and come back stronger than ever haha

  • @TheCodingTrain

    @TheCodingTrain

    8 жыл бұрын

    +Furrane Thanks so much!

  • @MrThangHam
    @MrThangHam6 жыл бұрын

    Wow, I just created a vm for macOS to make my project with xCode after hours of installations and settings. Now it's 4:45 am and I suddenly watch programming challenge on youtube... Pressed the subscribe button

  • @kunaldas1736
    @kunaldas17364 жыл бұрын

    This guy is a genius...

  • @morwar_
    @morwar_7 жыл бұрын

    this video is so fucking amazing, great work!

  • @klokibril
    @klokibril7 жыл бұрын

    Okay it might have taken me around 30 minutes but i made a functioning Lorenz Attractor! It works beautifully. Great videoseries. I guess the best way to learn programming is to first watch thenewboston's videos, and when you completely understand what you're doing you can proceed to these. Awesome life.

  • @AkshatWahi
    @AkshatWahi8 жыл бұрын

    great video...! thanks Dan for such amazing videos .. I get so much to learn..

  • @TheCodingTrain

    @TheCodingTrain

    8 жыл бұрын

    +Akshat Wahi Thanks for the nice feedback!

  • @jay290489
    @jay2904893 жыл бұрын

    You are a genius...

  • @ezzie_baby
    @ezzie_baby2 жыл бұрын

    Thanks!

  • @souravdey1227
    @souravdey12272 жыл бұрын

    You are a wizard.

  • @anon5597
    @anon55978 жыл бұрын

    You are so much better than the University of Sydney, I appreciate all the help you've given me!!

  • @TheCodingTrain

    @TheCodingTrain

    8 жыл бұрын

    +Lumena Projections Thanks for the kind feedback!

  • @arshadjaveed7877
    @arshadjaveed78776 жыл бұрын

    Awesome 😊😃

  • @tobiasgorgen7592
    @tobiasgorgen75923 жыл бұрын

    This video inspired me to implement a Lorenz attractor in my arduiono and a RGB Led. Where x = red Y = green Z = blue It was very underwhelming.

  • @iamsushi1056

    @iamsushi1056

    Жыл бұрын

    Do it for a full screenspace image shader! You could even have another image be the input for the variables used to calculate the derivatives

  • @boutalbimedchaker2534
    @boutalbimedchaker25342 жыл бұрын

    I love you Daniel so much u saved my PhD with ur courses, 100 of Daniel in this world then we r all okay lol

  • @Aykoo
    @Aykoo7 жыл бұрын

    i love it!!!

  • @QQSwam
    @QQSwam7 жыл бұрын

    Finished finals, now I can play with processing :)

  • @cn-ml
    @cn-ml6 жыл бұрын

    "Nothing is broken yet" - Every programmers' remorse

  • @TheGreatAbstracto
    @TheGreatAbstracto7 жыл бұрын

    Really enjoying this series - One crit - butterflies flapping their wings anywhere don't cause eruptions - storms or droughts - yes - eruptions - nahhhh

  • @TheGreatAbstracto

    @TheGreatAbstracto

    7 жыл бұрын

    yep - it was late /early

  • @kikones34

    @kikones34

    7 жыл бұрын

    Ever heard about other punctuation marks besides the dash :D?

  • @mraagh8779

    @mraagh8779

    6 жыл бұрын

    dashes - they are cool -

  • @JigaByte
    @JigaByte7 жыл бұрын

    nice!

  • @sariojorgeroden
    @sariojorgeroden8 жыл бұрын

    Terrific!

  • @TheCodingTrain

    @TheCodingTrain

    8 жыл бұрын

    +Jorge Munoz Thank you!

  • @gloverelaxis
    @gloverelaxis4 жыл бұрын

    god this is so cool!

  • @noahgundotra1062
    @noahgundotra10628 жыл бұрын

    These are really cool videos! Thanks for sharing. Could you do videos illustrating more complex physics phenomena? Maybe a double pendulum video or one with Lagrangian motion?

  • @TheCodingTrain

    @TheCodingTrain

    8 жыл бұрын

    I've got this on my list! github.com/CodingRainbow/Rainbow-Topics/issues/15

  • @circli
    @circli6 жыл бұрын

    Yey! At long last, a RAINBOW! :)

  • @GuitarHickNick
    @GuitarHickNick7 жыл бұрын

    amazing

  • @sedaturec9233
    @sedaturec92334 жыл бұрын

    why the hell did 48 people dislike this video, dude this guy is a genius and a great teacher... creepy 48 people

  • @touisbetterthanpi
    @touisbetterthanpi7 жыл бұрын

    i haven't gone through every comment to see if this has been suggested, but my immedate reaction as to how i would color it would be based on the distance the vertexes are from each other. I guess that gets a little meta too, 'cuz then you are looking at the rate it is changing at, or in other words, it dirivative, and you are already doing things with dirivitives. anyways, this was a great vid.

  • @moizshaikh2994
    @moizshaikh29945 жыл бұрын

    Nice

  • @fakkmorradi
    @fakkmorradi7 жыл бұрын

    so good

  • @humayan91
    @humayan917 жыл бұрын

    you're the best :D

  • @cassandradawn780
    @cassandradawn7804 жыл бұрын

    He protecc He atttacc But mostly importantly He *a t r a c c*

  • @zerocoll20
    @zerocoll205 жыл бұрын

    Nonlinear is not related to "small change in initial conditions leads to big changes in whole solution", it is related with stability. But, in the overall it's a great video, when i have time i will learn this. I simply loved it, if i could make a sugestion, theres anyway to access an "app" written in "processing" via QR code in cellphone? If it is a way, it will be very great advantage in physics and math classes.

  • @danielsoderstrom1930
    @danielsoderstrom19307 жыл бұрын

    Nice done! But my friend programmed a lorenz attractor too. So I'm familiar

  • @NelsonR001
    @NelsonR0017 жыл бұрын

    youre so amazing kinda make me feel bad about studying Chem Eng lol. i am learning programing on my own tho.

  • @pa.l.2499
    @pa.l.24994 жыл бұрын

    Double is just like a float, but only more decimals... Great to know that the float is sufficient for such things. By the way: you're not '[merely] some person, here on the internet, programming colors and things on the screen,' you are a gifted instructor of mathematics and coding and have revived my interest in this subject. It takes away the daunting air associated with programming differentials and displaying such concepts on the screen through the expansive processing library... Even in 3d! Wow, I didn't know how powerful the existing java libraries were within processing. The possibilities are endless... Any chance of you showing us how to program a binomial expansion or Lorentz Transformation using these tools? Thank you!!

  • @ffggddss
    @ffggddss4 жыл бұрын

    In your introduction, ≈ 2 min - Great idea to illustrate a real-world use of (ordinary) differential equations (ODE's). Except it's the *acceleration* (2nd derivative, d²y/dt²) of the mass, not its *velocity* (1st derivative, dy/dt) that is proportional to the displacement of the mass. But the main idea you wanted to get across, still gets across, IMO. And incidentally, the ODE that governs that mass-on-a-spring system, is one of the most important (and ubiquitous!) in all of physics - it's the Simple Harmonic Oscillator (SHO) equation, and its solutions are sine waves. It's the mathematical reason for there being so many sine waves in our lives... PS. My dad was a meteorologist who develeoped much of the early NWP (numerical weather prediction) computer models; and he once mentioned Ed Lorenz and his findings regarding chaos. Ultimately, this is why, no matter how powerful computers become, no matter how precise and how dense the observations going into the model are, there is some time range beyond which weather forecasting will always be impossible. And that's just one area of physics that's affected by chaotic behavior; there are scads of others. So this is a very important topic. Plus, you can make all these pretty pictures ;-) Fred

  • @SogMosee
    @SogMosee6 жыл бұрын

    Daniel Shiffman, Saraj Raval, and Sentdex, you guys are my heroes. Am I missing anyone else guys?