Coding Challenge #92: XOR Problem
110.7 هزار بار بازدید -
7 سال پیش
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In this coding challenge, I
In this coding challenge, I use my Toy Neural Networks library to solve the XOR problem. Code: https://thecodingtrain.com/challenges...
🕹️ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/s...
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🎥 All videos: Coding Challenges
References:
💻 Toy-Neural-Network-JS: https://github.com/CodingTrain/Toy-Ne...
💻 Deeplearn.js: https://deeplearnjs.org
💻 ml5.js: https://ml5js.org/
Videos:
🚂 My Neural Networks series: 10: Neural Networks - The Nature of Code
🚂 My Perceptron video: https://codingtrain.github.io/website...
🎥 Neural Networks: Neural networks
Live Stream Archive:
🔴 Live Stream Archive #118: Live Stream #118 - More Neural Networks
🔴 Live Stream Archive #119: Live Stream #119 - Solving Merge Conf...
Timestamps:
0:00 Introduction
1:15 Machine learning
3:00 Supervised learning
4:20 XOR problem
7:07 Hidden layer
11:49 Training data
13:14 nn.train()
15:14 nn.predict()
16:26 Visualize results
19:30 Initializing weights
20:15 Learning rate
22:33 Add more hidden nodes
23:40 What's next?
Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound
🚂 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: Twitter: thecodingtrain
📸 Instagram: 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
📄 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...
#neuralnetwork #machinelearning #gradientdescent #xorproblem #javascript #p5js
🕹️ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/s...
🎥 Previous video: Coding Challenge #91: Snakes & Ladder...
🎥 Next video: Coding Challenge 93: Double Pendulum
🎥 All videos: Coding Challenges
References:
💻 Toy-Neural-Network-JS: https://github.com/CodingTrain/Toy-Ne...
💻 Deeplearn.js: https://deeplearnjs.org
💻 ml5.js: https://ml5js.org/
Videos:
🚂 My Neural Networks series: 10: Neural Networks - The Nature of Code
🚂 My Perceptron video: https://codingtrain.github.io/website...
🎥 Neural Networks: Neural networks
Live Stream Archive:
🔴 Live Stream Archive #118: Live Stream #118 - More Neural Networks
🔴 Live Stream Archive #119: Live Stream #119 - Solving Merge Conf...
Timestamps:
0:00 Introduction
1:15 Machine learning
3:00 Supervised learning
4:20 XOR problem
7:07 Hidden layer
11:49 Training data
13:14 nn.train()
15:14 nn.predict()
16:26 Visualize results
19:30 Initializing weights
20:15 Learning rate
22:33 Add more hidden nodes
23:40 What's next?
Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound
🚂 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: Twitter: thecodingtrain
📸 Instagram: 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
📄 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...
#neuralnetwork #machinelearning #gradientdescent #xorproblem #javascript #p5js
7 سال پیش
در تاریخ 1396/11/23 منتشر شده
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