Difference between revisions of "Machine Learning Experiments"

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==Introduction to Machine Learning==
==Introduction to Machine Learning==
*[https://www.youtube.com/watch?v=POrPIABj2MI A Return to Machine Learning] [Video] by Kyle McDonald
*[https://www.youtube.com/watch?v=POrPIABj2MI A Return to Machine Learning] [Video] by Kyle McDonald
*[https://www.youtube.com/watch?v=ETeeSYMGZn0 Machine Learning APIs by Example](2017) by Sara Robinson
*[https://www.youtube.com/watch?v=ETeeSYMGZn0 Machine Learning APIs by Example](2017) [Video] by Sara Robinson
*[https://www.youtube.com/watch?v=nKW8Ndu7Mjw&index=2&list=PLIivdWyY5sqJxnwJhe3etaK7utrBiPBQ2 The 7 steps of Machine Learning] (2017) by Yufeng/Google Cloud
*[https://www.youtube.com/watch?v=nKW8Ndu7Mjw&index=2&list=PLIivdWyY5sqJxnwJhe3etaK7utrBiPBQ2 The 7 steps of Machine Learning] (2017) [Video] by Yufeng/Google Cloud
*[http://www.r2d3.us/visual-intro-to-machine-learning-part-1/ A visual introduction to machine learning] by r2d3.
*[http://www.r2d3.us/visual-intro-to-machine-learning-part-1/ A visual introduction to machine learning] by r2d3.
*[http://blog.otoro.net/2017/01/01/recurrent-neural-network-artist/ Recurrent Neural Network Tutorial for Artists - with handwriting generation demo in p5.js]
*[http://blog.otoro.net/2017/01/01/recurrent-neural-network-artist/ Recurrent Neural Network Tutorial for Artists - with handwriting generation demo in p5.js]

Revision as of 13:04, 4 September 2017

Introduction to Machine Learning

Cultural matters with Machine Learning

Technical explanation on Machine Learning

RNN focus

Neural Network

Examples with source code

Text related

  • Chinese receipt OCR using Tensorflow | SpikeFlow (Blog | Github)
  • Recurrentjs by Andrej Karpathy, mainly for text training. "Sentences are input data and the networks are trained to predict the next character in a sentence." + his interview on why javascript and machine learning.
  • Re-appropriation of Recurrentjs by UCL Creative Hub

Image related

Projects

Text related

Artworks

Exhibition

Learning resource

Teaching Machine Learning

Experiments/Tests

  • Running spam data with RecurrentJS in a local browser (Winnie)
Running spam data with RecurrentJS
  • Running a jpg file with ConvNetJS in a local browser (Winnie)
Learning a jpg file with ConvNetJS
  • Running a PNG file with Synaptic.js in a local browser (Winnie)
Learning a png file with Synaptic
  • Running a customized neural network in a local browser (Winnie)
Learning XOR with Synaptic