Difference between revisions of "Machine Learning Experiments"

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*[https://twitter.com/RNN_Bible RNN Bible on Twitter]  
*[https://twitter.com/RNN_Bible RNN Bible on Twitter]  
===Artworks===
===Artworks===
*[http://www.helenpritchard.info/critter-compiler-prototype-2016 Critter Compiler] prototype by Helen Pritchard (2016)
*[http://cloudindx.com/ Cloud index] by James Bridle | Read his interview [https://medium.com/intersections-arts-and-digital-culture-in-the-uk/james-bridle-machine-learning-in-practice-d7cb58cd20cb here on James Bridle: Machine Learning in Practice]
*[http://cloudindx.com/ Cloud index] by James Bridle | Read his interview [https://medium.com/intersections-arts-and-digital-culture-in-the-uk/james-bridle-machine-learning-in-practice-d7cb58cd20cb here on James Bridle: Machine Learning in Practice]
*[http://bdp.glia.ca/about/ Big Data Poetry] by David Jhave Johnston
*[http://bdp.glia.ca/about/ Big Data Poetry] by David Jhave Johnston

Revision as of 23:43, 24 January 2018

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

Sound related

Projects

Text related

Artworks

Exhibition

Workshop

Demo/Experimental Projects

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