Coding Challenge #99: Neural Network Color Predictor
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 ? Discord: https://thecodingtrain.com/discord ? Membership: http://youtube.com/thecodingtrain/join ? Store: https://standard.tv/codingtrain ?️ Twitter: https://twitter.com/thecodingtrain ? Instagram: https://www.instagram.com/the.coding.train/ ? 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 This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecodingtrain.com/issues/new #neuralnetwork #colorpredictor #machinelearning #p5js #javascript
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 ? Discord: https://thecodingtrain.com/discord ? Membership: http://youtube.com/thecodingtrain/join ? Store: https://standard.tv/codingtrain ?️ Twitter: https://twitter.com/thecodingtrain ? Instagram: https://www.instagram.com/the.coding.train/ ? 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 This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecodingtrain.com/issues/new #neuralnetwork #colorpredictor #machinelearning #p5js #javascript