Coding Train Live 114: Neural Networks Continued & Dithering Challenge

Опубликовано: 29 Сентябрь 2024
на канале: The Coding Train

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This live stream continues my series on neural networks: Matrix class improvements and the "feed forward" algorithm. I also attempt a coding challenge on image stippling / dithering.

💻 Dithering challenge https://thecodingtrain.com/challenges...
🕹 P5 Sketch https://editor.p5js.org/codingtrain/s...

Timestamps:
21:11 - Improving Matrix class
55:45 - Feed Forward Neural Networks Pt.1
1:40:15 - Feed Forward Neural Networks Pt.2
2:21:14 - Coding Challenge: Dithering

🚂 Website: http://thecodingtrain.com/
👾 Share Your Creation! https://thecodingtrain.com/guides/pas...
🚩 Suggest Topics: https://github.com/CodingTrain/Sugges...
💡 GitHub: https://github.com/CodingTrain
💬 Discord: https://thecodingtrain.com/discord
💖 Membership: http://youtube.com/thecodingtrain/join
🛒 Store: https://standard.tv/codingtrain
🖋️ Twitter:   / thecodingtrain
📸 Instagram:   / the.coding.train

🎥 Coding Challenges:    • Coding Challenges
🎥 Intro to Programming:    • Start learning here!

🔗 p5.js: https://p5js.org
🔗 p5.js Web Editor: https://editor.p5js.org/
🔗 Processing: https://processing.org

References:
The Coding Train on Amazon: https://www.amazon.com/shop/thecoding...
Deeplearn.js: https://deeplearnjs.org/
Repository for Experimentation with p5 and deeplearn.js: https://github.com/itpnyu/p5-deeplear...
Dither on Wikipedia: https://en.wikipedia.org/wiki/Dither
Floyd–Steinberg dithering on Wikipedia: https://en.wikipedia.org/wiki/Floyd%E...
Sigmoid function on Wikipedia: https://en.wikipedia.org/wiki/Sigmoid...
Stippling by Robert Hodgin: http://roberthodgin.com/portfolio/sti...
My Processing Tutorial on 2D Arrays: https://processing.org/tutorials/2dar...
Matrix Multiplication: http://matrixmultiplication.xyz/
Static methods on MDN: https://developer.mozilla.org/en-US/d...

Videos:
My Neural Networks series:    • 10: Neural Networks - The Nature of Code
3Blue1Brown Neural Networks playlist:    • Neural networks
3Blue1Brown's Linear Algebra playlist:    • Essence of linear algebra
My Tutorial on Pixels in Processing:    • 10.4: Pixels! (The Pixels Array) - Pr...
My Video on 2D Arrays:    • 9.15: 2D Arrays in JavaScript - p5.js...

Source Code for the all Video Lessons: https://github.com/CodingTrain/Rainbo...

📄 Code of Conduct: https://github.com/CodingTrain/Code-o...