Coding Train Live 114: Neural Networks Continued & Dithering Challenge
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.
π» Dithering challenge https://thecodingtrain.com/challenges/90-dithering
πΉ P5 Sketch https://editor.p5js.org/codingtrain/sketches/-YkMaf9Ea
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
π Website: http://thecodingtrain.com/
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π© Suggest Topics: https://github.com/CodingTrain/Suggestion-Box
π‘ GitHub: https://github.com/CodingTrain
π¬ Discord: https://thecodingtrain.com/discord
π Membership: http://youtube.com/thecodingtrain/join
π Store: https://standard.tv/codingtrain
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π₯ Coding Challenges: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH
π₯ Intro to Programming: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA
π p5.js: https://p5js.org
π p5.js Web Editor: https://editor.p5js.org/
π Processing: https://processing.org
References:
The Coding Train on Amazon: https://www.amazon.com/shop/thecodingtrain
Deeplearn.js: https://deeplearnjs.org/
Repository for Experimentation with p5 and deeplearn.js: https://github.com/itpnyu/p5-deeplearn-js
Dither on Wikipedia: https://en.wikipedia.org/wiki/Dither
FloydβSteinberg dithering on Wikipedia: https://en.wikipedia.org/wiki/Floyd%E2%80%93Steinberg_dithering
Sigmoid function on Wikipedia: https://en.wikipedia.org/wiki/Sigmoid_function
Stippling by Robert Hodgin: http://roberthodgin.com/portfolio/stippling/
My Processing Tutorial on 2D Arrays: https://processing.org/tutorials/2darray/
Matrix Multiplication: http://matrixmultiplication.xyz/
Static methods on MDN: https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Classes/static
Videos:
My Neural Networks series: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6aCibgK1PTWWu9by6XFdCfh
3Blue1Brown Neural Networks playlist: https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi
3Blue1Brown's Linear Algebra playlist: https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
My Tutorial on Pixels in Processing: https://youtu.be/EmtU0eloTlE
My Video on 2D Arrays: https://youtu.be/OTNpiLUSiB4
Source Code for the all Video Lessons: https://github.com/CodingTrain/Rainbow-Code
π Code of Conduct: https://github.com/CodingTrain/Code-of-Conduct