Coding Challenge #99: Neural Network Color Predictor

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The Coding Train

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Published on April 10, 2018 8:02:27 PM ● Video Link: https://www.youtube.com/watch?v=KtPpoMThKUs

Duration: 37:45

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In this coding challenge, I use my neural network JavaScript library to create a "color predictor." Code: https://thecodingtrain.com/challenges/99-neural-network-color-predictor

🕹️ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/sketches/Kcspm0WPN

🎥 Previous video: https://youtu.be/OJxEcs0w_kE?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH
🎥 Next video: https://youtu.be/c6y21FkaUqw?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH
🎥 All videos: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH

References:
💻 TensorFlow.js: https://js.tensorflow.org/
💻 ml5.js: https://github.com/ml5js
💻 JS Neural Network: https://github.com/CodingTrain/Toy-Neural-Network-JS/

Videos:
🎥 Color Predictor Machine Learning Demo!: https://youtu.be/KO7W0Qq8yUE
🎥 Jabril on Youtube: https://www.youtube.com/channel/UCQALLeQPoZdZC4JNUboVEUg
🚂 Jabril on The Coding Train: https://www.youtube.com/watch?v=iN3WAko2rL8
🚂 My Neural Networks playlist: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6aCibgK1PTWWu9by6XFdCfh
🎥 Neural Networks: https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi
🚂 Doodle Classifier: https://www.youtube.com/watch?v=pqY_Tn2SIVA
🔴 Coding Train Live 130: https://youtu.be/w1Np5meK4_Q?t=1533s

Related Coding Challenges:
🚂 #104 Linear Regression with TensorFlow.js: https://youtu.be/dLp10CFIvxI
🚂 #105 Polynomial Regression with TensorFlow.js: https://youtu.be/tIXDik5SGsI

Timestamps:
0:00 Introduction
1:49 Universal Function Approximator
8:10 Inputs, Hidden Nodes, & Outputs
10:04 Let's Code!
13:15 NeuralNetwork()
16:35 colorPredictor()
22:15 Supervised Learning
28:17 Back Propagation
33:31 What Could You Do?

Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound

🚂 Website: http://thecodingtrain.com/
👾 Share Your Creation! https://thecodingtrain.com/guides/passenger-showcase-guide
🚩 Suggest Topics: https://github.com/CodingTrain/Suggestion-Box
💡 GitHub: https://github.com/CodingTrain
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🖋️ Twitter: https://twitter.com/thecodingtrain
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🎥 Coding Challenges: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH
🎥 Intro to Programming: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA

🔗 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-of-Conduct

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#neuralnetwork #colorpredictor #machinelearning #p5js #javascript