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Machine Learning Canvas

The Machine Learning Canvas is a template for developing new or documenting existing predictive systems that are based on machine learning techniques. It is a visual chart with elements describing a question to predict answers to (with machine learning), objectives to reach in the application domain, ways to use predictions to reach these objectives, data sources used to learn a predictor, and performance evaluation methods.

Contents of this repository

  • canvas.html: the canvas in html
  • Machine Learning Canvas vX.pdf: a pdf version of the above
  • churn.pdf: an example of the canvas applied to churn detection
  • LICENSE: the full GPL v2.0 license
  • README.md: what you're reading now

How to use the html canvas

The text inputs will be automatically persisted in your browser's cache. You can make a copy of the canvas.html file for every project you work on and rename it with the name of your project.

I recommend you occasionally print the html page as pdf as a backup or as a way to share what you've done with others.

Contact

Any feedback and suggestions, please email me at louis@dorard.me

You can also follow me on Twitter @louisdorard

Copyright & Licence

Copyright © Louis Dorard

License: GPL v2.0

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Template for developing new or documenting existing predictive systems that are based on machine learning techniques. Currently in HTML.

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