GSA/time-estimator

Name: time-estimator

Owner: U.S. General Services Administration

Description: Estimate time it took to develop source code using machine learning

Created: 2018-02-03 21:50:38.0

Updated: 2018-03-02 21:44:01.0

Pushed: 2018-03-02 21:17:13.0

Homepage: null

Size: 9

Language: Python

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README

Note: This repository is in its early stages (pre-Alpha) and should not be used yet.

time-estimator

Estimate time it took to develop source code using machine learning

columns

This model will train by injesting a table in tsv format. Here is a list of possible columns in that table:

| name | description | example | | —- | ———– | ——- | | html id | the number of times id was used in HTML | 3 | | js = | the number of times = was used in JavaScript | 30 | | html lines | the total number of lines written in HTML | 123 | | total lines | the total number of lines written across all languages | 400 | | duration | this is how long it took to write the code and is called the “label” in machine learning context | 27700

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This work is supported by the National Institutes of Health's National Center for Advancing Translational Sciences, Grant Number U24TR002306. This work is solely the responsibility of the creators and does not necessarily represent the official views of the National Institutes of Health.