analize v2.0.0
Documentation
Analize
Copyright (c) 2009-2016, Lawrence S. Maccherone, Jr.
Core for Lumenize - Illuminating the forest AND the trees in your data
Documentation and source code
Features
- Basic aggregation functions including average, standard deviation, sum, min, max, median, percentiles, and many more
- Fast, light, flexible client-side OLAP Cube with hierarchical rollup support
- Bayesian classifier with non-parametric modeling and v-optimal bucketing to effectively deal with data in any distribution (asymetric, bi-modal, fat-tail, etc.)
- Correlations
- Histograms
- ANOVA
- Data transformation utilities
- Randomly pick a value from a non-parametric distribution
- Output data in Markdown table format for easy web page generation
- Tested - Over 600 tests
- Documented - Robust documentation and examples
- DocTested - The examples will always match the code because it fails automated testing when they don't
Credits
Authors:
- Larry Maccherone
- Jennifer Maccherone
Usage in a browser
To use in a browser, either host it on your own site, or if your volume is low enough, you can directly hit the github pages for the deploy version:
<script type="text/javascript" src="https://cdn.rawgit.com/lmaccherone/analize/v{{version}}/deploy/analize-min.js"></script>
Replace {{version}} with the version of analize you wish to use (probably the latest). See the Changelog section for information about versions. Example:
<script type="text/javascript" src="https://cdn.rawgit.com/lmaccherone/analize/v1.2.0/deploy/analize-min.js"></script>
Then at the top of the javascript where you want to call it, put the following:
var analize = require('./analize');
And call it like this.
var stdDev = analize.functions.standardDeviation([20, 30, 50]);
Usage in node.js
To install, run the following from the root folder of your project:
npm install analize --save
Then in your code:
var analize = require('analize')
And call it like this.
var stdDev = analize.functions.standardDeviation([20, 30, 50]);
Changelog
- 2.0.0 - 2018-12-06 - Updated table formatting and correlationTable functionality
- 1.2.0 - 2016-04-28 - Initial release broken out from Lumenize
MIT License
Copyright (c) 2009-2016 Lawrence S. Maccherone, Jr.
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.