Difference between revisions of "Machine Learning Experiments"

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* Image paint: 1/ [http://cs.stanford.edu/people/karpathy/convnetjs/ ConvNetJS Library] by Andrej Karpathy 2/ [http://caza.la/synaptic/#/paint-an-image Synaptic.js] by Synaptic
* Image paint: 1/ [http://cs.stanford.edu/people/karpathy/convnetjs/ ConvNetJS Library] by Andrej Karpathy 2/ [http://caza.la/synaptic/#/paint-an-image Synaptic.js] by Synaptic
===Sound related===
===Sound related===
* [http://prostheticknowledge.tumblr.com/post/170013157626/deep-roll-project-by-tero-parviainen-generates Deep roll] by Tero Parviainen | [https://codepen.io/teropa/pen/zpbLOj source code] built with TensorFlow and js
* [http://prostheticknowledge.tumblr.com/post/170013157626/deep-roll-project-by-tero-parviainen-generates Deep roll] by Tero Parviainen | [https://codepen.io/teropa/full/zpbLOj/ source code] built with TensorFlow and js


==Projects==
==Projects==

Revision as of 22:06, 23 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