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jbilcke committed Apr 12, 2014
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11 changes: 6 additions & 5 deletions README.md
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## Summary

Fussy is an inference engine for Node. You can use it to guess the state of missing values in a JSON object.
Fussy is an inference engine for Node. You can use it to guess missing values in a JSON object.

It works by trying to find the most probable values for missing attributes by scanning a database of previously seen objects, computing a weighted average based on similarity.
It tried to find the most probable values for missing attributes by scanning a database of previously seen objects, computing a weighted average based on similarity.


## Examples
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Fussy is an experimental project, and has a number of pitfalls:


- no tests yet (but soon)
- code is alpha quality, not reviewed
- all data must be loaded into memory (cannot use a remote db yet)
- extremely slow (see mushroom demo..)
- the "0" value is not supported well
- string distance function is a bit broken, and will be rewritten
- not tested for strings (distance function is a bit broken, and will be rewritten)
- and probably many other bugs..


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Go to your Node (and NPM-managed) project, and run:

$ npm add fussy --save
$ npm install fussy --save

#### From sources

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2 changes: 1 addition & 1 deletion package.json
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{
"name": "fussy",
"description": "Json prediction and recommendation engine",
"version": "0.1.1",
"version": "0.1.2",
"author": "Julian Bilcke <julian.bilcke@gmail.com>",
"scripts": {
"test": "node_modules/mocha/bin/mocha --bail --require chai --compilers coffee:coffee-script test/*.coffee",
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