Exploring How Computers Work Sebastian Lague 2020-11-16 | A little exploration of some of the fundamentals of how computers work. Logic gates, binary, two's complement; all that good stuff!Series playlist: https://www.youtube.com/playlist?list=PLFt_AvWsXl0dPhqVsKt1Ni_46ARyiCGSqSimulation tool (work in progress): https://sebastian.itch.io/digital-logic-simSource code: https://github.com/SebLague/Digital-Logic-SimSupport the channel: https://www.patreon.com/SebastianLagueResources and Inspiration:https://www.youtube.com/c/BenEaterhttps://www.coursera.org/learn/build-a-computerhttps://en.wikipedia.org/wiki/Two%27s_complementChapters:00:00 Intro00:50 Logic Gates03:09 The Simulation05:06 Binary Numeral System06:16 Binary Addition Theory07:24 Building an Adder12:11 Negative Numbers Theory15:08 Building the ALU17:43 OutroMusic:"A Quiet Place" by Jordan White"A New Perspective" by Ryan Smart"Beyond the Horizon" by Sounds Like Sander"Crystal Bursts" by Cody Martin"Air" by Assaf Ayalon"Elastic Vibe" by Ziv Moran"Gotcha!" by Avocado JunkieImages:https://en.wikipedia.org/wiki/Vacuum_tube#/media/File:8863-Project-Whirlwind-CRMI.JPG
Coding Adventure: Rendering Text Sebastian Lague 2024-04-13 | This... is text! Let's figure out how to draw it.Starring: Bézier curves and (so many) floating point problems.Source code: https://github.com/SebLague/Text-RenderingIf you'd like to support my work (and get early access to new projects) you can do so here:https://www.patreon.com/SebastianLaguehttps://ko-fi.com/sebastianlagueResources:https://developer.apple.com/fonts/TrueType-Reference-Manual/https://www.microsoft.com/en-us/research/wp-content/uploads/2005/01/p1000-loop.pdfhttps://wdobbie.com/post/gpu-text-rendering-with-vector-textures/Font and Music Credits:https://github.com/SebLague/Misc-Project-Info/blob/main/Coding-Adventures/TextRenderingChapters0:00:00 Intro0:01:58 The Font Directory0:04:27 Loading Simple Glyphs0:10:42 Bézier Basics0:13:42 The Character Map0:15:47 Implied Points0:18:11 Compound Glyphs0:20:25 Size and Spacing0:21:27 Rendering Glyphs with Lots of Triangles0:22:17 Optimized Curve Rendering (Loop-Blinn)0:28:20 A Brief Look at SDF Rendering0:30:33 The Counting Method0:31:48 Ray-Bézier Intersections0:34:09 Point in Glyph Test0:36:35 Shader Time0:38:37 Floating Point Problems0:41:22 The Evil Artifact Detector0:45:36 The Closest Curve Method0:50:48 Curve Splitting0:54:31 Defeating the Evil Artifacts0:58:58 Anti-Aliasing1:02:47 Performance and Legibility1:05:11 The Counting Method Returns1:09:45 Outro
Bad Apple but its a Fluid Simulation Sebastian Lague 2024-01-03 | I tried rendering Bad Apple inside of a particle-based fluid simulation.(I recommend watching in 4K if you can, as video compression is not overly friendly towards all the little dots!)Full resolution video download:https://drive.google.com/u/0/uc?id=1zTmq8M0kHYqIuf72yGJvgYuWgE8aKmU3&export=downloadIf you'd like to learn more about the fluid simulation, take a look at this video:https://youtu.be/rSKMYc1CQHE?si=Ot8kPjQejVccOCuTAnd if you'd like to support my work (and get early access to the project files), you can do so via Patreon:https://www.patreon.com/SebastianLagueOr support on Ko-Fi https://ko-fi.com/sebastianlagueCredits:Music by Alstroemeria Records (feat nomico): https://www.youtube.com/watch?v=i41KoE0iMYUAnimation by あにら (Anira). Specifically, I used this version: https://www.youtube.com/watch?v=FtutLA63Cp8
I Ran a Chess Programming Tournament, Heres How it Went! Sebastian Lague 2023-12-18 | Let's have a look at the creative code behind some of the bots, watch their games, and find out who will ultimately emerge victorious.If you'd like to support my work, you can do so with a recurring or one-off contribution over here:https://www.patreon.com/SebastianLaguehttps://ko-fi.com/sebastianlagueThe code for all the entries, as well PGN files for all the games played in the tournament can be found over here:https://github.com/SebLague/Tiny-Chess-Bot-Challenge-ResultsPlay against a selection of the bots from beginner to grandmaster level. How many can you defeat?https://sebastian.itch.io/tiny-chess-botsTake a look at some videos that competitors made about their entries:GameTechExplained (rank 78): https://youtu.be/5vsLmM756LA?si=gQEmQILE1NrgdQYWMilkMindV1 (rank 108): https://www.youtube.com/watch?v=4fvfURAFw4UMusic creditsBad Apple Remix: https://www.youtube.com/watch?v=lNm85uXR3RMhttps://github.com/SebLague/Misc-Project-Info/blob/main/Other%20Videos/ChessResults.txtTCEC 4K Info:If you're interesting in taking part in the 4K tournament I mentioned, I recommend joining the TCEC discord linked on https://chessdom.org/ and enquiring about it there.You can also read more about the event here: https://wiki.chessdom.org/TCEC_4k_RulesChapters0:00:00 Challenge Overview0:01:09 Some Exploits and Disqualifications0:02:58 Beginning the Tournament0:03:58 [Bot] Turochamp (Faithful)0:06:28 [Bot] WhateverBot0:08:18 [Game] Turochamp (Faithful) vs WhateverBot0:09:35 [Game] Pawntress vs WhateverBot0:10:30 [Bot] applemethod-orz0:11:42 [Bot] Igris0:13:19 [Game] applemethod-orz vs Igris0:14:32 Token Plot0:15:06 [Bot] BadAppleBot0:17:30 [Bot] 200 Tokens Monstrosity0:20:18 [Bot] Baby Squid0:21:38 [Game] 200 Tokens Monstrosity vs Baby Squid0:23:19 Tiebreak System0:23:39 [Bot] TinyHugeBot0:25:45 [Game] TinyHugeBot vs 200 Tokens Monstrosity0:26:26 [Bot] Electric Shockwave Gambit0:28:11 [Bot] SimpleMCTS0:30:23 [Game] SimpleMCTS vs Electric Shockwave Gambit0:31:30 [Game] Phoenix Chess vs SimpleMCTS0:32:28 [Bot] ILVM0:33:45 [Bot] Les Moutons0:34:40 [Game] Les Moutons vs ILVM0:35:51 [Bot] NNBot0:38:09 [Bot] Game Tech Explained0:38:41 [Game] NNBot vs Game Tech Explained0:39:27 [Bot] King Gambot IV0:41:21 [Game] King Gambot IV vs ILVM0:41:51 [Game] King Gambot IV vs NNBot0:42:22 Swiss Results0:43:32 [Knockout Game] Board 1, Round of 640:44:27 [Knockout Game] Board 2, Round of 640:46:02 [Knockout Game] Board 9, Round of 640:47:43 [Knockout Game] Board 3, Round of 320:48:30 [Knockout Game] Board 4, Round of 320:49:31 Piece Square Table Compression0:50:48 Round of 16 Results0:51:14 [Bot] Tyrant’s V90:51:55 [Knockout Game] Board 2, Quarterfinals0:54:40 [Knockout Game] Board 1, Semifinals0:56:43 [Knockout Game] Board 2, Semifinals0:58:56 [Bot] Finalist A1:06:00 [Final Round] Game 11:08:56 [Bot] Finalist B1:14:05 [Final Round] Game 21:15:57 Final Results and Closing Ceremony1:16:52 [Game] Tournament Winner vs Coding Adventure Bot
Coding Adventure: Simulating Fluids Sebastian Lague 2023-10-08 | Let's try to convince a bunch of particles to behave (at least somewhat) like water.Written in C# and HLSL, and running inside the Unity engine.Source code:https://github.com/SebLague/Fluid-SimIf you'd like to support me in creating more videos like this, you can do so here:https://www.patreon.com/SebastianLaguehttps://ko-fi.com/sebastianlagueResources:https://matthias-research.github.io/pages/publications/sca03.pdfhttp://www.ligum.umontreal.ca/Clavet-2005-PVFS/pvfs.pdfhttps://sph-tutorial.physics-simulation.org/pdf/SPH_Tutorial.pdfhttps://web.archive.org/web/20140725014123/https://docs.nvidia.com/cuda/samples/5_Simulations/particles/doc/particles.pdfMusic:https://github.com/SebLague/Misc-Project-Info/blob/main/Coding-Adventures/Fluid-Sim.txtChapters:0:00 Intro0:27 Gravity and Collisions2:31 Smoothed Particles3:55 Calculating Density7:53 The Interpolation Equation11:58 Gradient Calculations15:38 The Pressure Force19:19 Trying to Make it Work...22:05 Optimizing Particle Lookups26:31 Spatial Grid Code27:48 Position Predictions30:32 Mouse Force33:22 Artificial Viscosity36:46 Pressure Problems39:51 Bugs41:06 Parallel Sorting43:22 Some Tests and Experiments44:47 The Third Dimension47:23 Outro
Coding Challenge Announcement: Tiny Chess Bots Sebastian Lague 2023-07-21 | Hello! Here's a little coding challenge for anyone who'd like to take part: you have until October 1st to create a tiny chess bot in C# using the framework linked below. You can find more details about the challenge on that page as well.https://github.com/SebLague/Chess-ChallengeThis challenge is now over. You can find the results over here!https://youtu.be/Ne40a5LkK6A?si=xVjO6WsrSNLn_AAEChapters:0:00 Intro0:28 MyBot.cs1:10 Bot Brain Capacity2:43 The Tournament3:08 How to Participate5:00 OutroMusic credits:A Gentle Pulse by ImprismedThe Cliffs by Trevor KowalskiForest Overture by Yehezkel Raz
Coding Adventure: Making a Better Chess Bot Sebastian Lague 2023-06-30 | Trying to improve an old chess bot by experimenting with various interesting techniques.You can play (or watch) the bot on lichess: https://lichess.org/@/CodingAdventureBot/playingThis is a sequel to: https://youtu.be/U4ogK0MIzqkIf you'd like to support my work (and get early access to new videos and projects) you can become a patron of the channel over here: https://www.patreon.com/SebastianLagueSource code: https://github.com/SebLague/Chess-Coding-AdventureA really fun video about various algorithms for playing chess by @tom7:https://www.youtube.com/watch?v=DpXy041BIlAMusic and other credits:https://github.com/SebLague/Misc-Project-Info/blob/main/Coding-Adventures/Chess-2.txtChapters:00:00 Intro00:38 Battle of the Bots03:18 Maybe Don’t Throw Away the Best Move?07:13 Transposition Troubles10:55 Search Extensions14:01 Refactoring and Recapping15:51 Tweaking Kings and Pawns19:35 Bitboards!23:54 Passed Pawns (and more)28:32 Magic Bitboards (minus the magic)34:40 The Magical Part of Magic Bitboards39:00 Testing and Optimizing Move Generation41:50 Killers, Reductions, and Repetitions45:56 Creating a Lichess Bot49:30 Let’s Play!54:54 Existential Crisis55:02 The Bot’s First Game Online56:12 Can Our Bot Beat Stockfish? (No)56:59 Rating Speculation59:28 Outro
Answering Your Questions Sebastian Lague 2023-05-26 | Let's talk about some stuff! My process for creating videos, unfinished projects, thoughts on Godot, and more.Support on Patreon: https://www.patreon.com/SebastianLagueMy (very crude) video tools:https://github.com/SebLague/VidToolsGodot Marching Cubes Experiment:https://github.com/SebLague/Godot-Marching-CubesShapes by Freya: https://www.youtube.com/@Acegikmohttps://acegikmo.com/shapes/Music credits:https://github.com/SebLague/Misc-Project-Info/blob/main/Other%20Videos/Q%26A%20Credits.txtChapters:0:00 Intro0:13 Video Creation Process3:53 Creating Visualizations11:50 Unfinished Projects15:12 Learning Godot18:35 Compute Shaders in Godot23:48 Favourite Number24:02 First Game Engine26:55 Four Quick Questions28:38 Outro
Coding Adventure: Ray Tracing Sebastian Lague 2023-04-01 | I tried creating a custom ray/path tracing renderer. Featuring: maths, shaders, and cats!This project was written in C# and HLSL, and uses the Unity game engine.Source Code: https://github.com/SebLague/Ray-TracingSupport the channel: https://www.patreon.com/SebastianLagueCoding Adventures Playlist: https://youtube.com/playlist?list=PLFt_AvWsXl0ehjAfLFsp1PGaatzAwo0uKLearning Resources:https://raytracing.github.iohttps://blog.demofox.org/2020/05/25/casual-shadertoy-path-tracing-1-basic-camera-diffuse-emissive/Music Credits:https://github.com/SebLague/Misc-Project-Info/blob/main/Coding-Adventures/Ray-Tracing.txtChapters:0:00 Intro1:08 Cameras and Rays3:30 The Pixel Shader5:02 Drawing a Sphere6:59 Multiple Spheres, and Colour!8:21 Two Types of Reflections9:04 Experimenting with Randomness11:14 Random Hemisphere Directions14:11 The Trace Function16:35 Testing Lights17:55 Chair Thief18:23 Progressive Rendering19:54 A Simple Sky20:49 Lambert’s Cosine Law22:47 Cosine Weighted Rays22:36 Triangles24:52 Some Tests27:14 Specular Reflections29:59 Tomatoes and Glossiness31:57 Blur and Anti-Aliasing34:42 Depth of Field37:14 The End
Experimenting with Buses and Three-State Logic Sebastian Lague 2023-01-29 | Let's figure out how to move data around inside our simulated computer. Featuring multiplexers, buses, and three-state logic.Series playlist: https://www.youtube.com/playlist?list=PLFt_AvWsXl0dPhqVsKt1Ni_46ARyiCGSqSimulation tool (work in progress): https://sebastian.itch.io/digital-logic-simSource code: https://github.com/SebLague/Digital-Logic-SimSupport the channel: https://www.patreon.com/SebastianLagueResources and Inspiration:https://www.youtube.com/watch?v=QzWW-CBugZohttps://en.wikipedia.org/wiki/Three-state_logichttps://en.wikipedia.org/wiki/Bus_(computing)The Art of Electronics (3rd edition)Music Credits:https://github.com/SebLague/Misc-Project-Info/blob/main/Digital-Logic-Sim/Bus%20Video%20CreditsChapters0:00 Intro1:33 Multiplexers3:47 Making a Mess4:45 Public Transport to the Rescue6:09 Push-Pull Outputs9:17 Bus Contention10:00 Three-State Outputs12:23 Bus Buffer14:56 Testing the Bus18:08 Outro
Visualizing Data with 7-Segment Displays Sebastian Lague 2022-12-09 | Displaying numbers is trickier than I expected! In this video we explore how to visualize the data inside of our simulated 4-bit registers, with the help of the double dabble algorithm and some seven segment displays.Series playlist: https://www.youtube.com/playlist?list=PLFt_AvWsXl0dPhqVsKt1Ni_46ARyiCGSqSimulation tool (work in progress): https://sebastian.itch.io/digital-logic-simSource code: https://github.com/SebLague/Digital-Logic-SimSupport the channel: https://www.patreon.com/SebastianLagueCorrection for a mistake in my boolean algebra explanation: https://www.youtube.com/watch?v=A-vLRThfJ4QResources and Inspiration:https://en.wikipedia.org/wiki/Double_dabblehttps://electronics.stackexchange.com/questions/499884/3-digit-of-7-segment-on-logisim/499916#499916https://pdf1.alldatasheet.com/datasheet-pdf/view/5697/MOTOROLA/SN54/74LS248.htmlMusic:https://github.com/SebLague/Misc-Project-Info/blob/main/Digital-Logic-Sim/7Seg%20Music%20Credits.txtChapters0:00 Intro0:49 Two’s Complement Refresher1:34 Seven-Segment Display + Truth Table2:58 Boolean Algebra Basics5:43 Simplifying the Equation6:48 Converting Algebra to Logic Gates8:33 Computer-Assisted Design11:25 Testing the Digit Display Design12:36 A Real-World Version (the 74LS248)14:20 Visualizing the Data in a 4-bit Register15:14 All Ten Digits17:22 Binary Coded Decimal19:49 The Double Dabble Algorithm22:58 Dabbling with Logic Gates24:05 Implementing Double Dabble26:39 Displaying an 8-bit Number27:18 Ripple Blanking29:32 Displaying Negative Numbers32:34 Testing the Final Design33:50 Outro
How to Create a Neural Network (and Train it to Identify Doodles) Sebastian Lague 2022-08-12 | Exploring how neural networks learn by programming one from scratch in C#, and then attempting to teach it to recognize various doodles and images.Source code: https://github.com/SebLague/Neural-Network-ExperimentsDemo: https://sebastian.itch.io/neural-network-experimentIf you'd like to support me in creating more videos (and get early access to new stuff), you can join my patreon here: https://www.patreon.com/SebastianLagueThe data is from:Digits http://yann.lecun.com/exdb/mnist/Fashion https://github.com/zalandoresearch/fashion-mnistDoodles https://github.com/googlecreativelab/quickdraw-datasetCifar10 https://www.cs.toronto.edu/~kriz/cifar.htmlChapters0:00 Introduction2:39 The decision boundary3:49 Weights5:42 Biases6:45 Hidden layers7:45 Programming the network9:57 Activation functions12:42 Cost15:07 Gradient descent example18:22 The cost landscape19:55 Programming gradient descent21:10 It's learning! (slowly)23:21 Calculus example27:34 The chain rule29:50 Some partial derivatives33:14 Backpropagation39:25 Digit recognition43:56 Drawing our own digits47:37 Fashion48:25 Doodles52:00 The final challengeMusic:Cosmic Waves - Michael FKAmber - The Stolen OrchestraBeyond the Horizon - Sounds Like SanderAir - Assaf AyalonPurest Form - Sounds Like SanderHear Wide Open - Sounds Like SanderUniversal Wonder - MomentsRoman P - MomentsAll In Good Time - ShimmerIt Will Come Back - The Stolen OrchestraFrontier - ShimmerNew Moon - Cloud WaveSunflower - Cody MartinInner Peace - MomentsEnchanted - Cody MartinJust Around The Corner - Shimmer
Polishing and Releasing My Tiny Geography Game Sebastian Lague 2022-05-02 | I've been making some small tweaks and additions to my little geography game based on the great feedback I've received from all of you (thank you!).If you'd like to play the game, you can download it here: https://sebastian.itch.io/geographical-adventuresThe project source is over here: https://github.com/SebLague/Geographical-AdventuresIf you'd like to support my work (and get early access to new videos and projects), please consider becoming a patron of the channel over here:https://www.patreon.com/SebastianLagueProject playlist: https://youtube.com/playlist?list=PLFt_AvWsXl0dT82XMtKATYPcVIhpu2fh6Chapters0:00 Intro0:17 Creating a Compass3:58 Making a Map10:47 Tweaking the Terrain13:13 Better city lights15:40 Star Colour16:27 Nighttime Visibility17:26 Hot Air Balloons19:52 Speed Control21:34 Skywriting Experiment24:18 The Final ResultMusic:Spread your Wings - Evgeny BardyuzhaImmersion - Michael FKBack Home - Max HIcicles - Biba DupontLess Traveled - Hans JohnsonLet the Rains Come - We Dream of EdenHow it Was - Laurel VioletBrightest - Ardie SonL'Absinthe Brûle - Biba DupontIt Will Come Back - The Stolen OrchestraOver the Canyon - Gray NorthAutumn in Paris - Jan BaarsPassion - Veaceslav Draganov
Trying to Improve My Geography Game with More Real-World Data Sebastian Lague 2022-02-09 | Continuing the geographical game journey with some performance improvements, bug fixes, graphical upgrades, and a variety of experiments.If you'd like to try running the game in its current state, there's a free download available here:https://sebastian.itch.io/geographical-adventuresThe project source code is available over here: https://github.com/SebLague/Geographical-AdventuresIf you'd like to support my work (and get early access to new videos and projects), please consider becoming a patron of the channel over here:https://www.patreon.com/SebastianLagueProject playlist: https://youtube.com/playlist?list=PLFt_AvWsXl0dT82XMtKATYPcVIhpu2fh6Referenced Videos:Orbits video: https://youtu.be/7axImc1sxa0Newton's method video (by 3Blue1Brown): https://youtu.be/-RdOwhmqP5sAtmosphere video: https://youtu.be/DxfEbulyFcYMusic:Born to Fly - Veaceslav DraganovFalling Through the Hourglass - Sid ArcharyaHorizon - Veaceslav DragnaovLiving - BorrtexAnother Time Another Place - Sounds Like SanderAll in Good Time - ShimmerA Tender Heart - The David Roy CollectiveIn the Kitchen of the Mountain King - IkoliksHourglass - ShimmerAmber - The Stolen OrchestraSpread Your Wings - Evgeny BardyuzhaAfter the Storm - We Dream of EdenGibbous - Michael FKOrbit - Hans JohnsonOrbital Anomaly - Cody MartinFalling Stars - Michael FKMomentum - BorrtexGone with the Winds - Veaceslav DraganovChapters:0:00 Hello Everyone0:20 Please Don't Crash1:50 Enhance!8:45 City Lights12:21 Terrain Mesh Optimization17:17 Wind Experiment21:12 Kepler and the Moon27:32 The Motion of the Sun28:43 Stars29:56 Atmospheric Improvements32:48 Seeing the Sights
I Tried Creating a Game Using Real-World Geographic Data Sebastian Lague 2021-11-02 | A little experimental game I've been working on recently, where you fly around a tiny version of the world and deliver packages to various cities. Would love to hear any ideas you might have about how this could be taken further!The next episode about this project's development is now available here: https://www.youtube.com/watch?v=UXD97l7ZT0wThe source files for this project are available here: https://github.com/SebLague/Geographical-Adventures.If you'd like to support my work, and get early access to new videos and projects, please consider becoming a Patron of the channel over here: https://www.patreon.com/SebastianLagueEarth data from:https://www.naturalearthdata.com/https://www.gebco.net/data_and_products/gridded_bathymetry_data/https://visibleearth.nasa.gov/collection/1484/blue-marble?page=2Music:Faith - Michael FKIt Will Come Back - The Stolen OrchestraIcicle Caverns - Cast of CharactersOn Earth - We Dream of EdenNightingale - EmorieHeart Caligraphy - Cody MartinCosmic Waves - Michael FKLiving - BorrtexWonderland - ShimmerFalling Through the Hourglass - Sid AcharyaThe Art of Loneliness - ANBRAnother Time Another Place - Sounds Like SanderSummit - Gray NorthParachutes - Michael FKChapters:0:00 Intro (feat. Ori)0:36 In Which a Cube Becomes a Sphere2:06 Topography and Bathymetry 2:38 Latitude and Longitude Conversions3:24 A Vertically Exaggerated World6:10 Flying About the Planet7:35 Frustum Culling Optimization8:20 Generating a Normal Map10:09 A Splash of Colour10:39 Countries and Cities12:06 Drawing Borders13:07 Country Highlights15:37 Drawing the Oceans18:01 Some Gigantic Boats20:05 Cloud Experiments24:08 Custom Shadow Casting25:39 Atmosphere Test26:44 Parachuting Packages28:00 Let's Play!31:27 Outro (feat. Ori and Beemo)
I Spent a Week Making an AIs Video Game Idea Sebastian Lague 2021-08-30 | I've recently been on a streak of unfinished projects, so I decided to focus one week on actually completing something -- anything! I thought it would be fun to make a small game, and so I asked an AI for some ideas...If you'd like to support me in making more of these programming / game dev videos, I have a Patreon page over here: https://www.patreon.com/SebastianLagueProject Files:https://github.com/SebLague/Super-Chore-Manhttps://github.com/SebLague/Cloth-and-IK-TestMusic:Super Chore Man Theme by Ario Bintang. You can find his YouTube and Fiverr page below:https://www.youtube.com/channel/UCEVQPEZcTq58f4vdiAxuu-Qhttps://www.fiverr.com/ariobintangnFull song: https://youtu.be/kJgrOZ285bc?si=q8AtVRLsi-H1m7VPThe Art of Loneliness by AnbrInto the Deep by Daniele MustoToony by LibertyBursting Splendor by Cody MartinNewborn by Roie ShpiglerFalling Through the Hourglass by Sid AcharyaFlight of the Inner Bird by Sivan TalmorChapters:0:00 Long-winded Introduction1:33 Generating an Idea2:45 Inverse Kinematics for Vacuuming4:38 Rope Simulation7:33 Cloth Simulation8:59 Dust! (with GPU Instancing)11:22 Procedurally Generated Floorboards11:56 Props and Ghosts13:13 Suction Lines and More14:28 Playing the Game15:50 Super Chore Man Goes Shopping16:58 Outro
Coding Adventure: Terraforming Sebastian Lague 2021-05-29 | I got a bit tired of my simple heightmap-based planets and decided to experiment with generating them using the Marching Cubes algorithm instead, so that I could add a 'terraforming' ability for shaping the world with caves and tunnels and so on. I hope you enjoy!Project files are available here:https://github.com/SebLague/TerraformingIf you’d like to support me in creating more videos, I have a Patreon page over here: https://www.patreon.com/SebastianLagueHave a look at these videos if you're interested in learning about how the atmosphere and clouds were created:Atmosphere: https://youtu.be/DxfEbulyFcYClouds: https://youtu.be/4QOcCGI6xOUChapters:0:00 Intro1:05 Marching Cubes Algorithm Refresher2:32 Looking at the Code3:42 Making a Sphere!4:53 Floating Rocks7:20 Chunk Woes9:48 The Mistake11:31 Terraforming is Easy!12:26 A Simple Water Shader16:28 Adding Atmosphere17:30 Some Fluffy Clouds18:54 Terrain Colouring, and Sticky Lights!20:23 The Expedition21:23 OutroMusic:Heart Calligraphy by Cody MartinWonderland by ShimmerAutumn Wind by Yehezkel RazHall of the Mountain King by Kevin MacLeod (composed by Edvard Grieg)It Will Come Back by The Stolen OrchestraAmber by the Stolen OrchestraNightingale by EmorieInto the Light by EmorieAnimated Adventure by Andy Eliison
Complex Behaviour from Simple Rules: 3 Simulations Sebastian Lague 2021-04-27 | A small display of some of the surprisingly intricate patterns and behaviours that can arise from relatively simple rules. More information about each of the simulations below.These simulations were made in Unity, and coded with C# and HLSL.You can find the project files at the links below.Reaction-Diffusion: https://github.com/SebLague/Reaction-DiffusionCellular Automata: https://github.com/SebLague/MN-Cellular-AutomataSlime mould: https://github.com/SebLague/Slime-SimulationIf you'd like to support my work, you can do so on Patreon: https://www.patreon.com/SebastianLague---- 1. Reaction-Diffusion ----This is a simulation of two chemicals (A and B). Both diffuse over time (A faster than B).The simulation space is initially filled with A, and just a small region has some of chemical B. Over time, more A is gradually added (controlled by a parameter called feedRate), while B is gradually removed (controlled by the parameter removeRate). Finally, there's a reaction that takes place: when one particle of chemical A is in the presence of two particles of chemical B, it will be converted into B.One could simulate the individual particles of both chemicals, but more common (and the approach I went with as well) is to just store a value for the concentrations of both chemicals at each pixel. The probability of an A particle coming into contact with two B particles can be determined by the equation: probablityOfReaction = concentrationA * concentrationB * concentrationB. Here is the tutorial I followed when creating my implementation: https://www.karlsims.com/rd.htmlThe colours in the simulation are mainly based on the concentrations of the two chemicals, but to spice things up I also added some colouring based on how fast the concentrations are changing at each point.---- 2. Multiple Neighbourhood Cellular Automata ----This is a technique developed by someone who goes by Slackermanz online (you can find many awesome examples under that name on Twitter).In this simulation, the state of each pixel (called a cell) is initially randomized between 0 and 1. On every frame, the state of each cell is updated based on the states of all the cells inside various "neighbourhoods" around it. These neighboughhoods are ring-shaped, with each ring defined by a min and max radius, along with two min/max values called 'alive' and 'dead'. Once all the states inside a ring have been added up, the sum is compared to the ring's alive and dead ranges, and depending on which range the sum falls into, the cell's state increases or decreases by some small amount (if the sum is inside neither range, the state remains the same).This already gives interesting results, but there are some more nuances that can be added. For example, instead of the rings directly affecting the cell's state, they can contribute to several 'potential' states, and whichever of these is most different from the cell's current state becomes the new state.My implementation is based on Slackermanz code, which you can find here: https://github.com/Slackermanz/VulkanAutomataSlackermanz also has a YouTube channel here: https://www.youtube.com/channel/UCmoNsNuM0M9VsIXfm2cHPiA---- 3. Slime Mould Simulation ----In this simulation we have a lot lot of particles, each of which leaves a trail behind itself as it moves. These trails diffuse and evaporate over time. Each particle also has three circular sensors arranged in an arc in front it. These are used to detect the intensity of the trail, and the particle turns towards whichever detects the highest intensity. Some randomness is added to the turning as well.The idea for this comes from this paper: https://uwe-repository.worktribe.com/output/980579I also have a video exploring it in some more depth: https://youtu.be/X-iSQQgOd1AMusic:Beneath the Stars by Joshua Spacht Nowhere I Can Go by The Stolen OrchestraThe Art of Loneliness by AnbrSelfless by Eleven TalesLife by AnbrChapters:00:00 Reaction-Diffusion Simulation02:50 Multi-Neighbourhood Cellular Automata07:23 Slime Mould Simulation
Coding Adventure: Ant and Slime Simulations Sebastian Lague 2021-03-25 | A small exploration of an algorithm inspired by ants, and some little experiments into simulating some of the behaviour of ants and slime moulds. I hope you enjoy!Source code (slime): https://github.com/SebLague/Slime-SimulationSource code (ants): https://github.com/SebLague/Ant-SimulationIf you'd like to get support the channel, and get early access to future projects, you can do so here: https://www.patreon.com/SebastianLagueLinks to some learning resources and cool videos / projects:Slime pattern paper https://uwe-repository.worktribe.com/output/980579Slime write-up and cool examples https://sagejenson.com/physarumAnt simulation video by Pezzza https://youtu.be/81GQNPJip2YSlime video by Deep Look https://www.youtube.com/watch?v=Nx3Uu1hfl6QPhysarum project by Michael Fogleman https://github.com/fogleman/physarumChapters:0:00 Intro0:17 Traveling Salesperson Problem1:36 Ant Colony Optimization4:37 Creating a Visual Ant Simulation9:15 Unleashing the Ants!10:16 Side-tracked by Slime14:07 Single Slime Experiment16:02 Multiple Slime SpeciesMusic:Forest Overture by Yehezkel RazHoney Bee Waltz by Kadir DemirNewborn by Roie ShpiglerJoking by Kadir DemirJoyfulness by Kadir DemirWakeup Call by Ran RaitenAnthill by Kadir DemirSynesthesia by Michael FKA New Horizon by Cloud WaveSelfless by Eleven TalesReel by Anbr
Coding Adventure: Chess Sebastian Lague 2021-02-12 | My attempt at creating a little chess playing program!Think you can beat it? Give it a go over here: https://sebastian.itch.io/chess-aiWatch the sequel here: https://youtu.be/_vqlIPDR2TUIf you'd like to support the creation of more videos (and get early access to new content), I'd greatly appreciate the support here: https://www.patreon.com/SebastianLagueProject Source:https://github.com/SebLague/Chess-Coding-Adventure/tree/Chess-V1-UnityLearning Resources:https://www.chessprogramming.org/Main_Pagehttps://web.archive.org/web/20071026090003/http://www.brucemo.com/compchess/programming/index.htmhttps://github.com/MartinMSPedersen/Crafty-ChessChapters:00:00 The Board and Pieces03:20 Generating Moves06:54 A Random Adversary07:52 Optimization and Testing12:11 Search and Evaluation17:43 Easy Endgames20:00 The Transposition Table23:03 Openings25:09 Game One26:06 Game Two27:01 Game Three28:05 Game FourMusic:Devoted Mind by Wild ColorsIntuition by Lincoln DavisWonderland by ShimmerSelfless by Eleven TalesFloating Point by Roie ShpiglerNobility by Wicked CinemaA Quiet Place by Jordan WhiteAir by Assaf AyalonHeart Wide Open by Sounds Like SanderThoughts by AnbrDeep Blue Sea by Sivan TalmorFlight of the Inner Bird by Sivan TalmorKings and Queens by Wicked Cinema
How Do Computers Remember? Sebastian Lague 2020-12-04 | Exploring some of the basics of computer memory: latches, flip flops, and registers!Series playlist: https://www.youtube.com/playlist?list=PLFt_AvWsXl0dPhqVsKt1Ni_46ARyiCGSqSimulation tool (work in progress): https://sebastian.itch.io/digital-logic-simSource code: https://github.com/SebLague/Digital-Logic-SimSupport the channel: https://www.patreon.com/SebastianLagueResources and Inspiration:https://www.youtube.com/c/BenEaterhttps://www.coursera.org/learn/build-a-computerhttps://en.wikipedia.org/wiki/Flip-flop_(electronics)#SR_NOR_latchhttps://en.wikipedia.org/wiki/Sequential_logichttps://electronics.stackexchange.com/questions/65463/why-edge-triggering-is-preferred-over-level-triggeringhttps://tams.informatik.uni-hamburg.de/applets/hades/webdemos/16-flipflops/20-dlatch/dff-enable.htmlChapters:00:00 Intro00:33 Set-Reset Latch04:33 Data Latch05:56 Race Condition!07:32 Breadboard Data Latch09:36 Asynchronous Register11:41 The Clock13:03 Edge Triggered Flip Flop14:18 Synchronous Register16:48 Testing 4-bit Registers18:25 OutroMusic:"Frontier" by Shimmer"A Quiet Place" by Jordan White"Constellations" by Acreage"Beyond the Horizon" by Sounds Like Sander"Crystal Bursts" by Cody Martin"When Rain Comes" by Tide Electric"Air" by Assaf Ayalon"Mallets of Mischief" by Rhythm ScottImages:https://upload.wikimedia.org/wikipedia/commons/8/87/TTL_flip-flop.svg
Coding Adventure: Atmosphere Sebastian Lague 2020-08-22 | The planets in my solar system project are looking a bit hostile and uninviting, so in this video I'll be attempting to add some cozy atmospheres around them.Watch the previous solar system video: here: https://youtu.be/lctXaT9pxA0Some notes:• I made a little build where you can play with the atmosphere settings yourself, which you can find over here if you're interested: https://sebastian.itch.io/atmosphere-experiment• A number of knowledgeable people have pointed out in the comments that reality is not nearly as simple as my little diagram around the 4 and a half minute mark, and that light does not literally wiggle up and down like a wave, so please note that the diagram is incorrect!• This project was inspired by the game Outer Wilds, which I highly recommend playing!Project Files:The project is available over here: https://github.com/SebLague/Solar-SystemIf you'd like to get early access to future project files (and support the channel!) you can find my Patreon page here: https://www.patreon.com/SebastianLagueResources:https://developer.nvidia.com/gpugems/gpugems2/part-ii-shading-lighting-and-shadows/chapter-16-accurate-atmospheric-scatteringhttp://nishitalab.org/user/nis/cdrom/sig93_nis.pdfhttps://physics.stackexchange.com/questions/28895/why-is-the-sky-not-purplehttps://en.wikipedia.org/wiki/ScatteringMusic:"Brief Respite" by Antti Luode"When Rain Comes" by Tide Electric"Door to Door Disco" by Bright Seed"Reflections of Space and Time" by AEROPLANES"In the Atmosphere" by Bad Snacks"Reflections" by MK2"Nidra in the Sky with Ayla" by Jesse Gallagher"Far Away" by Antti Luode"Frontier" by ShimmerSections:00:00 Intro00:32 Setup02:46 Resources03:25 Light Scattering06:15 Coding the Shader11:55 Initial Results13:10 Adding Colour15:20 Colourful Results16:40 Optimisation17:39 Stars18:50 Exploration
Coding Adventure: Procedural Moons and Planets Sebastian Lague 2020-07-11 | Trying to generate some simple little moons and planets to fly about and explore.Inspired by the (incredible!) game Outer Wilds.Watch the next solar system video: https://youtu.be/DxfEbulyFcYPrevious solar system video: https://youtu.be/7axImc1sxa0Project Files:The Unity project is available on github here: https://github.com/SebLague/Solar-System/tree/Episode_02If you'd like to support my work and get early access to new projects, you can do so here on Patreon: https://www.patreon.com/SebastianLagueResources:https://www.redblobgames.com/x/1842-delaunay-voronoi-sphere/https://www.iquilezles.org/www/articles/smin/smin.htmhttps://www.medium.com/@bgolus/normal-mapping-for-a-triplanar-shader-10bf39dca05ahttps://www.medium.com/game-dev-daily/four-ways-to-create-a-mesh-for-a-sphere-d7956b825db4https://www.github.com/keijiro/KinoBloomhttps://www.textures.comMusic:"Brief Respite" by Antti Luode"In the Clouds" by Falls"When Rain Comes" by Tide Electric"Reflections of Space and Time" by AEROPLANES"Liminal" by Chelsea McGough"Frontier" by Shimmer"Sun and the Moon" by MomentsSections:0:00 Intro0:25 Spheres3:09 Craters8:10 Noise10:40 Triplanar Mapping14:21 Planet Shape15:28 Ocean17:30 Planet Shading20:06 Solar System
Coding Adventure: Solar System Sebastian Lague 2020-04-17 | Experimenting with gravity and attempting to make a miniature, explorable solar system.Watch the next solar system video here: https://youtu.be/lctXaT9pxA0Project Files:The Unity project is available on github here: https://github.com/SebLague/Solar-System/tree/Episode_01If you'd like to support my work and get early access to new projects, you can do so here on Patreon: https://www.patreon.com/SebastianLagueLearning Resources:https://en.wikipedia.org/wiki/Three-body_problemhttps://arxiv.org/pdf/math/0011268.pdfhttp://fabiensanglard.net/floating_point_visually_explained/Inspiration:https://www.youtube.com/watch?v=LbY0mBXKKT0https://joshworth.com/dev/pixelspace/pixelspace_solarsystem.htmlMusic:"Somewhere in Outer Space", "Space Adventure 1982", "Under a Distant Star" and "Brief Respite" by Antti Luode."Atlantean Twighlight" and "Tango de Manzana" by Kevin MacLeod (incompetech.com)Licensed under Creative Commons: By Attribution 3.0 Licensehttp://creativecommons.org/licenses/by/3.0/Sections:0:00 Intro0:27 Gravity4:28 Solar System7:56 Spaceship
Coding Adventure: Portals Sebastian Lague 2020-02-08 | Experimenting with portals, for science.The project is available here: https://github.com/SebLague/Portals/tree/masterIf you'd like to get early access to new projects, or simply want to support me in creating more videos, please visit https://www.patreon.com/SebastianLagueResources I used:http://tomhulton.blogspot.com/2015/08/portal-rendering-with-offscreen-render.htmlhttp://www.terathon.com/lengyel/Lengyel-Oblique.pdfhttps://www.scratchapixel.com/lessons/3d-basic-rendering/perspective-and-orthographic-projection-matrix/projection-matrices-what-you-need-to-know-firsthttps://www.turiyaware.com/a-solution-to-unitys-camera-worldtoscreenpoint-causing-ui-elements-to-display-when-object-is-behind-the-camera/Chapters:0:00 Introduction0:25 Figuring out the cameras1:41 Test world3:09 Texture mapping4:27 Trying to understand perspective divide5:50 Optimization6:50 Making a prettier test world7:18 Teleportation, at last!9:17 Fixing the flickering10:00 Slicing12:15 Oblique projection13:31 Recursive portals15:33 Outroduction3D Models:Plane: https://www.turbosquid.com/FullPreview/Index.cfm/ID/1041070Car: https://www.turbosquid.com/FullPreview/Index.cfm/ID/1101519Music:"Twisting", "Lightless Dawn", "Frost Waltz", "Heart of Nowhere", "At Rest", "Spellbound", "In Your Arms", "Rynos Theme", and "The Builder" by Kevin MacLeod (incompetech.com)Licensed under Creative Commons: By Attribution 3.0 Licensehttp://creativecommons.org/licenses/by/3.0/
My First 10 Years of Game Development Sebastian Lague 2020-01-01 | A little look back at my first ten years of learning to make games and 3d graphics, and of creating videos on youtube.Music:"The Other Side", "Hiding Your Reality", "The Deadly Roulette", "Twisting", "Phantom from Space", and "Half Mystery" by Kevin MacLeod (incompetech.com)Licensed under Creative Commons: By Attribution 3.0 Licensehttp://creativecommons.org/licenses/by/3.0/Chapters:0:00 Early animations0:55 First steps with coding2:46 The Java days3:55 Entering the third dimension!5:02 Discovering Unity5:43 My first tutorial6:21 I made some games8:37 Back to tutorials9:58 Coding Adventures10:44 Outro
Coding Adventure: Game Idea Generator Sebastian Lague 2019-12-14 | I created a little generator for coming up with (mostly terrible, but occasionally interesting) game ideas. I then tried making a little game based on a generated prompt about ghosts and beekeeping.You can try the idea generator online here: https://seblague.github.io/ideagenerator/Project source:The Unity project is available to patrons of the channel, so if you'd like to get access (or simply support me in creating more videos), you can become a patron here: https://www.patreon.com/SebastianLagueMusic from https://filmmusic.io"Darkling", "Twisting", "Inspired", and "Beauty Flow" by Kevin MacLeod (https://incompetech.com)License: CC BY (http://creativecommons.org/licenses/by/4.0/)
I Created a (terrible) Video Game Console Sebastian Lague 2019-11-27 | I know nothing about electronics, but thought it'd be fun to try create a (super simple and extremely terrible) video game console.I was inspired to start experimenting with this after stumbling across the fascinating videos of @BenEater. If you found this video at all interesting, I'd highly recommend taking a look at his channel for some much more advanced stuff!If you'd like to help me create more videos, you can support the channel on Patreon over here: https://www.patreon.com/SebastianLagueThe source code for this project (console/game scripts + Unity music editor) is probably not of much interest to anyone, but you can take a look here if you want: https://github.com/SebLague/Monster-ConsoleLED control library:http://www.wayoda.org/arduino/ledcontrol/Music from https://filmmusic.io"Twisting" and "Perspectives" by Kevin MacLeod (https://incompetech.com)License: CC BY (http://creativecommons.org/licenses/by/4.0/)Chapters:0:00 Intro0:17 Arduino Uno0:37 Joystick Input2:53 High Definition Display3:29 Audio4:36 Coding Some Games6:05 Constructing the Console 7:53 It's Alive!
Coding Adventure: Clouds Sebastian Lague 2019-10-07 | Clouds are lovely and fluffy and rather difficult to make.In this video I attempt to create clouds from code in the Unity game engine.Project source (Unity, HLSL, C#) is now out of early access:https://github.com/SebLague/CloudsIf you'd like to support the creation of more videos like this, please consider becoming a patron:https://www.patreon.com/SebastianLagueLearning Resources:http://killzone.dl.playstation.net/killzone/horizonzerodawn/presentations/Siggraph15_Schneider_Real-Time_Volumetric_Cloudscapes_of_Horizon_Zero_Dawn.pdfhttp://www.diva-portal.org/smash/get/diva2:1223894/FULLTEXT01.pdfhttp://patapom.com/topics/Revision2013/Revision%202013%20-%20Real-time%20Volumetric%20Rendering%20Course%20Notes.pdfhttps://www.gamedev.net/forums/topic/680832-horizonzero-dawn-cloud-system/Assets:Mouse flight: https://github.com/brihernandez/MouseFlightPlane model: https://www.turbosquid.com/FullPreview/Index.cfm/ID/1041070Music:"Hypnothis" and "The Show Must Be Go" by Kevin MacLeod (incompetech.com)Licensed under Creative Commons: By Attribution 3.0 Licensehttp://creativecommons.org/licenses/by/3.0/Notes:I made a mistake at 2:12 in saying that the closest point is guaranteed to be inside the adjacent cells, it’s possible to get arrangements where the nearest point is two cells away orthogonally. This doesn’t seem to occur much as I never noticed any discontinuities in the result, but worth knowing.Chapters:0:00 Intro0:56 Worley Noise3:12 Image Effects3:50 Raytracing... a Box!5:14 Raymarching Cloud-ish Shapes7:10 Light Scattering Theory8:26 Mishap Montage9:22 Final Code9:44 Cloud Editor11:31 Final Demo: Flying Through the Clouds
Coding Adventure: Boids Sebastian Lague 2019-08-26 | Trying to create some flocking behaviour, and getting a little distracted by spirals along the way...Links and Resources:Project source: https://github.com/SebLague/Boids/tree/masterBoids paper: http://www.cs.toronto.edu/~dt/siggraph97-course/cwr87/Points on a sphere: https://stackoverflow.com/a/44164075Fish shader: https://github.com/albertomelladoc/Fish-Animation/blob/master/FishAnimation.shader and https://www.bitshiftprogrammer.com/2018/01/how-to-animate-fish-swimming-with.htmlIf you'd like to support the creation of more programming videos, I'd greatly appreciate your support on patreon:https://www.patreon.com/SebastianLagueChapters:0:00 Intro0:26 The three rules of being a boid1:44 Obstacle avoidance3:03 Getting sidetracked by spirals6:12 Back to obstacle avoidance6:55 Obstacle course and optimization7:47 Swimming with the fishiesMusic:"Beauty Flow" Kevin MacLeod (incompetech.com)Licensed under Creative Commons: By Attribution 4.0 Licensehttp://creativecommons.org/licenses/by/4.0/
Coding Adventure: Coding a Coding Game Sebastian Lague 2019-07-08 | Attempting to create a little game where programming is the core mechanic.Links:Compile C# at runtime: https://github.com/SebLague/Runtime-CSharp-TestProject source (warning, total mess!): https://github.com/SebLague/Coding-GameCRT effect - https://www.shadertoy.com/view/Ms23DRIf you'd like to support the creation of more programming videos, please consider becoming a patron here:https://www.patreon.com/SebastianLagueMusic from https://filmmusic.io:"Half Mystery" by Kevin MacLeod (https://incompetech.com)Licence: CC BY (http://creativecommons.org/licenses/by/4.0/)
Coding Adventure: Simulating an Ecosystem Sebastian Lague 2019-06-10 | In this coding adventure I attempt to simulate a simple ecosystem. Will the foxes and rabbits get along? Probably not...If you'd like to support the creation of more programming videos like this, please consider becoming a patron here:https://www.patreon.com/SebastianLagueThis video was inspired by Primer's series on evolution. I highly recommend taking a look!https://youtu.be/0ZGbIKd0XrMAs many in the comments have said, if you enjoy this, you may want to check out equilinox, which is an entire game based around creating an ecosystem. It’s awesome. https://youtu.be/lHHpMn2UK6sSource code:The source for this video is a total mess, which I don't really want to share!I'm working on a second part though, and you can find the work-in-progress code for that here: https://github.com/SebLague/Ecosystem-2/tree/masterMusic from https://filmmusic.io:"Inspired", "Deadly Roulette", and "Le Grande Chase" by Kevin MacLeod (https://incompetech.com)Licence: CC BY (http://creativecommons.org/licenses/by/4.0/)
Coding Adventure: Marching Cubes Sebastian Lague 2019-05-06 | In this coding adventure I try to understand marching cubes, and then use it to construct an endless underwater world.If you'd like to support this channel, please consider becoming a patron here:https://www.patreon.com/SebastianLagueProject files:https://github.com/SebLague/Marching-CubesLearning resources:http://paulbourke.net/geometry/polygonise/https://developer.nvidia.com/gpugems/GPUGems3/gpugems3_ch01.htmlhttps://people.eecs.berkeley.edu/~jrs/meshpapers/LorensenCline.pdfChapters:0:00 Intro0:17 Algorithm explanation3:27 Map editor3:47 Procedural maps4:30 Underwater worldMusic from https://filmmusic.io:"Hiding Your Reality" and "Floating Cities" by Kevin MacLeod (https://incompetech.com)Licence: CC BY (http://creativecommons.org/licenses/by/4.0/)
Coding Adventure: Ray Marching Sebastian Lague 2019-04-02 | In this coding adventure I explore ray marching and signed distance functions to draw funky things!If you're enjoying these videos and would like to support me in creating more, you can become a patron here:https://www.patreon.com/SebastianLagueProject files:https://github.com/SebLague/Ray-MarchingLearning resources:http://iquilezles.org/www/articles/distfunctions/distfunctions.htmhttp://jamie-wong.com/2016/07/15/ray-marching-signed-distance-functions/#the-raymarching-algorithmhttps://www.iquilezles.org/www/articles/smin/smin.htmhttp://blog.hvidtfeldts.net/index.php/2011/09/distance-estimated-3d-fractals-v-the-mandelbulb-different-de-approximations/A little bonus visualization:https://www.youtube.com/watch?v=0J8tKGjEE5QMusic from https://filmmusic.io:"Supernatural" and "Hiding Your Reality" by Kevin MacLeod (https://incompetech.com)Licence: CC BY (http://creativecommons.org/licenses/by/4.0/)
Coding Adventure: Compute Shaders Sebastian Lague 2019-03-14 | In this coding adventure I learn about compute shaders by creating a very simple raytracer. I then try use what I've learned to speed up my erosion simulation from the previous episode.If you're enjoying these videos and would like to support me in creating more, you can become a patron here:https://www.patreon.com/SebastianLagueThe project is available here:(updated version) https://github.com/SebLague/Hydraulic-Erosion(version at time of this video) https://github.com/SebLague/Hydraulic-Erosion/tree/Coding-Adventure-E02Raytracing article:http://blog.three-eyed-games.com/2018/05/03/gpu-ray-tracing-in-unity-part-1/Compute shader resources I used:https://www.reddit.com/r/Unity3D/comments/7ppldz/physics_simulation_on_gpu_with_compute_shader_in/http://kylehalladay.com/blog/tutorial/2014/06/27/Compute-Shaders-Are-Nifty.htmlhttps://docs.unity3d.com/Manual/class-ComputeShader.htmlMusic:"Le Grand Chase"Kevin MacLeod (incompetech.com)Licensed under Creative Commons: By Attribution 3.0http://creativecommons.org/licenses/by/3.0/
Coding Adventure: Hydraulic Erosion Sebastian Lague 2019-02-28 | In this coding adventure I attempt to implement a simulation of hydraulic erosion to make a procedural terrain look more natural.If you're enjoying these videos and would like to support me in creating more of them, I have a patreon page here: https://www.patreon.com/SebastianLagueInteractive demo: https://sebastian.itch.io/hydraulic-erosionFull playlist here: https://www.youtube.com/playlist?list=PLFt_AvWsXl0ehjAfLFsp1PGaatzAwo0uKThe project is available here:(updated version) https://github.com/SebLague/Hydraulic-Erosion(version at time of this video) https://github.com/SebLague/Hydraulic-Erosion/tree/Coding-Adventure-E01Resources:https://www.firespark.de/resources/downloads/implementation%20of%20a%20methode%20for%20hydraulic%20erosion.pdfhttp://ranmantaru.com/blog/2011/10/08/water-erosion-on-heightmap-terrain/
Path Creator (free unity tool) Sebastian Lague 2019-01-26 | This is a little tool I made to help with creating paths in Unity.You can get it from the asset store: https://assetstore.unity.com/packages/tools/utilities/b-zier-path-creator-136082Or from github (updated more frequently): https://github.com/SebLague/Path-CreatorAs a starting point, I used the path editor from my old tutorial series, which you can watch here: https://youtu.be/RF04Fi9OCPcIf you'd like to support me in creating more free stuff (tools, tutorials, etc.), you can do so here:https://www.patreon.com/SebastianLague
[Ludum Dare #43] The Resistance: Behind the Scenes Sebastian Lague 2018-12-04 | A game about batteries. Made in 48 hours for the Ludum Dare 43 game jam.https://ldjam.com/events/ludum-dare/43/the-resistanceSupport the creation of more tutorials and get early access to new videos: https://www.patreon.com/SebastianLague
[Unity] Procedural Object Placement (E01: poisson disc sampling) Sebastian Lague 2018-11-23 | In this video we look at implementing poisson disc sampling, an algorithm for generating tightly-packed points which are all some minimum distance from one another. This implementation is based on the paper here: https://www.cs.ubc.ca/~rbridson/docs/bridson-siggraph07-poissondisk.pdfSource code: https://github.com/SebLague/Poisson-Disc-SamplingSupport the creation of more tutorials and get early access to new videos: https://www.patreon.com/SebastianLague
[Unity] Procedural Planets (E07: ocean depth) Sebastian Lague 2018-10-31 | In this episode we make the oceans more interesting by shading them according to their depth.Get the project files for this episode:http://github.com/SebLague/Procedural-PlanetsSupport the creation of more tutorials and get early access to new videos: https://www.patreon.com/SebastianLague
[Unity] Procedural Planets (E06: simple biomes) Sebastian Lague 2018-10-23 | In this episode we add simple colour biomes to the planet.Get the project files for this episode:http://github.com/SebLague/Procedural-PlanetsNote:Two issues have been pointed out which I'd like to address: (will add these fixes at end of next video)1) changing resolution causes uv out of bounds error. This can be fixed by checking mesh.uv.Length == uv.Length before assigning the uvs in ConstructMesh method.2) biome colours appearing in wrong places when zoomed out (on certain devices). To fix this, mipmaps need to be disabled on the planet texture. In the ColourGenerator, replace with:texture = new Texture2D(textureResolution, settings.biomeColourSettings.biomes.Length, TextureFormat.RGBA32, false);Support the creation of more tutorials and get early access to new videos: https://www.patreon.com/SebastianLague
[Unity] Procedural Planets (E05: shader) Sebastian Lague 2018-09-14 | In this episode we use shadergraph to create a simple shader for our planet.Get the project files for this episode:http://github.com/SebLague/Procedural-PlanetsSupport the creation of more tutorials and get early access to new videos: https://www.patreon.com/SebastianLague
[Unity] Procedural Planets (E04: multiple noise filters) Sebastian Lague 2018-09-07 | In this episode we'll add support for having multiple noise filters, and create a new noise filter for producing ridge-like terrain.Get the project files for this episode:http://github.com/SebLague/Procedural-PlanetsEditor scripts:https://github.com/SebLague/Procedural-Planets/tree/master/Procedural%20Planet%20Hide%20EditorSupport the creation of more tutorials and get early access to new videos: https://www.patreon.com/SebastianLague
[Unity] Procedural Planets (E03: layered noise) Sebastian Lague 2018-08-30 | In this episode we'll create a noise filter to process noise, and layer it for more interesting terrain. Episode 04 is out for early access viewers here: https://www.patreon.com/posts/21079771Noise script:https://github.com/SebLague/Procedural-Planets/blob/master/Procedural%20Planet%20Noise/Noise.csGet the project files for this episode:http://github.com/SebLague/Procedural-PlanetsSupport the creation of more tutorials and get early access to new videos: https://www.patreon.com/SebastianLague
[Unity] Procedural Planets (E02 settings editor) Sebastian Lague 2018-08-23 | In this episode we'll be creating a custom settings inspector for the planet.Get the project files for this episode:http://github.com/SebLague/Procedural-PlanetsSupport the creation of more tutorials and get early access to new videos: https://www.patreon.com/SebastianLague
[Unity] Procedural Planets (E01 the sphere) Sebastian Lague 2018-08-16 | In this series we'll be creating a system for procedurally generating simple, but diverse planets.Get the project files for this episode:http://github.com/SebLague/Procedural-PlanetsPlease note that this series will not be covering level of detail or collisions, the goal is simply to generate some interesting-looking planets.Support the creation of more tutorials and get early access to new videos: https://www.patreon.com/SebastianLague
Neural Networks | E03: data and evaluation (unfinished series) Sebastian Lague 2018-06-14 | In this episode we load our training data and evaluate how accurate the network is with random weights.Download the data here (see readme for more info on loading):https://github.com/SebLague/Mnist-data-numpy-formatCode:https://github.com/SebLague/Neural-Network-pythonI owe a lot to this excellent online book on neural networks:http://neuralnetworksanddeeplearning.com/Support the creation of more tutorials:https://www.patreon.com/SebastianLague
Neural Networks | E02: predictions (unfinished series) Sebastian Lague 2018-06-04 | In this episode we look at how neural networks can be represented with matrices, and create a simple feedforward network in python.Note: at 2:31 the second bias vector should only have two rows, not three.Code:https://github.com/SebLague/Neural-Network-pythonI owe a lot to this excellent online book on neural networks:http://neuralnetworksanddeeplearning.com/Learn more about weight initialization:http://cs231n.github.io/neural-networks-2/#init(note: numpy.random.randn and numpy.random.standard_normal are functionally equivalent, the latter just takes a tuple for the shape parameter).Support the creation of more tutorials:https://www.patreon.com/SebastianLaguehttps://www.paypal.me/SebastianLague
A Brief Introduction to Neural Networks (unfinished series) Sebastian Lague 2018-05-04 | This series is intended as a light introduction to neural networks, with a focus on the task of classifying handwritten digits. All programming will be done in python (v3.6).Support the creation of more tutorials:https://www.patreon.com/SebastianLague
Algorithms Explained – minimax and alpha-beta pruning Sebastian Lague 2018-04-20 | This video covers the minimax search algorithm, as well as how it can be sped up using alpha-beta pruning.Pseudocode:https://pastebin.com/VSehqDM3 - plain minimaxhttps://pastebin.com/rZg1Mz9G - alpha betaSupport the creation of more tutorials:https://www.patreon.com/SebastianLague
