Difference between revisions of "Machine Learning Experiments"

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*[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]
 
* [https://arxiv.org/pdf/1801.00631.pdf Deep Learning: A Critical Appraisal] by Gary Marcus
==Cultural matters with Machine Learning==
==Cultural matters with Machine Learning==
*[http://www.aprja.net/entanglement-machine-learning-and-human-ethics-in-driver-less-car-crashes/ Entanglement: Machine learning and human ethics in driver-less car crashes (2017)] by Maya Indira Ganesh
*[http://www.aprja.net/entanglement-machine-learning-and-human-ethics-in-driver-less-car-crashes/ Entanglement: Machine learning and human ethics in driver-less car crashes (2017)] by Maya Indira Ganesh

Revision as of 10:10, 3 May 2018

Introduction to Machine Learning

Cultural matters with Machine Learning

Technical explanation on Machine Learning

RNN focus

Neural Network

Examples with source code

Mixed media (text/image)

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

Sound related

Projects

Text related

Artworks

Examples/Performance/Speculative design

Exhibition

Workshop

Conference

Demo/Experimental Projects

Learning resource

Teaching Machine Learning

Experiments/Tests

  • Running spam data with RecurrentJS on a local browser (Winnie)
Running spam data with RecurrentJS
  • Running a jpg file with ConvNetJS on a local browser (Winnie)
Learning a jpg file with ConvNetJS
  • Running a PNG file with Synaptic.js on a local browser (Winnie)
Learning a png file with Synaptic
  • Running a customized neural network on a local browser (Winnie)
Learning XOR with Synaptic
  • Running ml5.js example - Simple Image Classification Example on a local browser (Winnie)
Predicting what's the image with confidence level
  • Running ml5.js example - Simple LSTM Generator Example on a local browser (Winnie)
Predicting what's the text