10.11: Neural Networks: Matrix Class Improvements - The Nature of Code
In this video, I make small improvements to the Matrix class for the upcoming neural network example. Those improvements are: static methods, a "print" method, and a "map" method. Code: https://thecodingtrain.com/tracks/neu... 💻 Code Example: https://github.com/CodingTrain/Toy-Ne... 🎥 Previous:    • 10.10: Neural Networks: Matrix Math Part 4...  🎥 Next:    • 10.12: Neural Networks: Feedforward Algori...  References: 🔗 Intelligence and Learning: https://github.com/nature-of-code/NOC... 🔗 Brendan Fortuner's Linear algebra cheat sheet for deep learning: https://towardsdatascience.com/linear... 🔗 Static methods on MDN: https://developer.mozilla.org/en-US/d... Videos: 🔗 Khan Academy's Linear Algebra class: https://www.khanacademy.org/math/line... 🔗    • Essence of linear algebra  🔗    • Neural networks  Related Coding Challenges: 🚂    • Coding Challenge #113: 4D Hypercube (aka "...  Timestamps: 0:00 Introduction 5:19 Static methods 7:50 Mozilla documentation 9:12 Add print function 15:56 Apply a function to every element of the matrix 20:33 Outro Editing by Mathieu Blanchette Animations by Jason Heglund Music from Epidemic Sound 🚂 Website: https://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  🎥    • Start learning here!  🔗 p5.js: https://p5js.org 🔗 p5.js Web Editor: https://editor.p5js.org/ 🔗 Processing: https://processing.org 📄 Code of Conduct: https://github.com/CodingTrain/Code-o... This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecod... #matrixalgebra #javascript
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