Difference between revisions of "Machine Learning Experiments"

From Software Studies
Jump to navigation Jump to search
Line 6: Line 6:
==References==
==References==
*[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] 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] by Maya Indira Ganesh
*[http://machinelearning.wustl.edu/mlpapers/paper_files/ICML2011Sutskever_524.pdf Generating text with Recurrent Neural Network] by Ilya Sutskever, James Martens and Geoffrey Hinton


==Examples with source code==
==Examples with source code==

Revision as of 18:32, 20 July 2017

Introduction to Machine Learning

References

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."
  • Re-appropriation of Recurrentjs by UCL Creative Hub

[Image related]

Projects

[Text related]

[Artworks]

Learning resource

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