lumenize.coffee

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# Lumenize #

Lumenize provides tools for aggregating data and creating time series and other temporal visualizations.

The primary time-series aggregating functionality is provided by:
  * Lumenize.TimeSeriesCalculator - Sets of single-metric series or group-by series
  * Lumenize.TransitionsCalculator - Counts or sums for items moving from one state to another
  * Lumenize.TimeInStateCalculator - Cumulative amount of time unique work items spend in a particular state

Simple group-by, 2D pivot-table and even multi-dimensional aggregations (OLAP cube) are provided by:
  * Lumenize.OLAPCube - Used by above three Calculators but also useful stand-alone, particularly for hierarchical roll-ups

All of the above use the mathematical and statistical functions provided by:
  * Lumenize.functions - count, sum, standardDeviation, percentile coverage, min, max, etc.

Three transformation functions are provided:
  * Lumenize.arrayOfMaps_To_CSVStyleArray - Used to transform from record to table format
  * Lumenize.csvStyleArray_To_ArrayOfMaps - Used to transform from table to record format
  * Lumenize.arrayOfMaps_To_HighChartsSeries - Used to transform from record format to the format expected by the HighCharts charting library

And last, additional functionality is provided by:
  * Lumenize.histogram - create a histogram of scatter data
  * Lumenize.utils - utility methods used by the rest of Lumenize (type, clone, array/object functions, etc.)

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tzTime = require('tztime')
exports.Time = tzTime.Time
exports.TimelineIterator = tzTime.TimelineIterator
exports.Timeline = tzTime.Timeline
exports.utils = tzTime.utils

exports.TimeInStateCalculator = require('./src/TimeInStateCalculator').TimeInStateCalculator
exports.TransitionsCalculator = require('./src/TransitionsCalculator').TransitionsCalculator
exports.TimeSeriesCalculator = require('./src/TimeSeriesCalculator').TimeSeriesCalculator

datatransform = require('./src/dataTransform')
exports.arrayOfMaps_To_CSVStyleArray = datatransform.arrayOfMaps_To_CSVStyleArray
exports.csvStyleArray_To_ArrayOfMaps = datatransform.csvStyleArray_To_ArrayOfMaps
exports.arrayOfMaps_To_HighChartsSeries = datatransform.arrayOfMaps_To_HighChartsSeries
exports.csvString_To_CSVStyleArray = datatransform.csvString_To_CSVStyleArray
exports.csvStyleArray_To_CSVString = datatransform.csvStyleArray_To_CSVString

exports.functions = require('./src/functions').functions

exports.histogram = require('./src/histogram').histogram

exports.multiRegression = require('./src/multiRegression').multiRegression

exports.table = require('./src/table').table

exports.OLAPCube = require('./src/OLAPCube').OLAPCube

exports.anova = require('./src/anova').anova

exports.distributions = require('./src/distributions').distributions

exports.BayesianClassifier = require('./src/Classifier').BayesianClassifier
exports.Classifier = require('./src/Classifier').Classifier

exports.Store = require('./src/Store').Store

exports.RandomPicker = require('./src/RandomPicker').RandomPicker