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Neurosis

Description

Neurosis is an example application to show off Hubris (a Haskell -> Ruby bridge) being used with non-trivial Haskell-code. See this post for an intro to Hubris and for which Neurosis was written.

Feel free to fork the code and send in pull requests if you would like to see this turn into a more sophisticated example webservice. I will be hacking on little improvements here and there as time goes on.

Up next

This was written pretty quickly for the blog post so I just used the XOR problem as validation. Next up will be running it against the popular Idris dataset to make sure everything is really working.

Installation

git clone git@github.com:larrytheliquid/neurosis.git
cd neurosis
# `sudo gem install bundler` if you don't have it
gem bundle --cached

That will take care of Ruby side of installation, unfortunately the Haskell side is a bit more tricky at the moment.

Take a look at neurosis_spec for an integration test running through rack-test, and PerceptronTest for Haskell unit tests of the underlying algorithm (if you are interested). Note that the doc directory contains a handwritten (with poor handwriting by yours truly) run of the first epoch of learning XOR, which corresponds to the values used in PerceptronTest.

License

(The MIT License)

Copyright (c) 2010 Larry Diehl

Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the 'Software'), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:

The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.

THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.

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Ruby Sinatra REST frontent to simple Haskell MLP Neural Network (AKA Hubris Haskell->Ruby bridge demo)

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