aou/data-maker
aou
/
data-maker
1
1
Fork 0
Code Issues 4 Pull Requests Packages Projects 1 Releases Wiki Activity

doc

This commit is contained in:
Steve Nyemba 2019-12-12 12:19:37 -06:00
parent 3750d8b408
commit 766ef9694e
1 changed files with 1 additions and 5 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

6
README.md
View File

@ -1,5 +1,4 @@
## Introduction ## Introduction
---
This package is designed to generate synthetic data from a dataset from an original dataset using deep learning techniques This package is designed to generate synthetic data from a dataset from an original dataset using deep learning techniques
@ -7,12 +6,11 @@ This package is designed to generate synthetic data from a dataset from an origi
- With "Earth mover's distance" - With "Earth mover's distance"
## Installation ## Installation
---
pip install git+https://hiplab.mc.vanderbilt.edu/git/aou/data-maker.git@release pip install git+https://hiplab.mc.vanderbilt.edu/git/aou/data-maker.git@release
## Usage ## Usage
---
After installing the easiest way to get started is as follows (using pandas). The process is as follows: After installing the easiest way to get started is as follows (using pandas). The process is as follows:
1. Train the GAN on the original/raw dataset 1. Train the GAN on the original/raw dataset
@ -35,7 +33,6 @@ After installing the easiest way to get started is as follows (using pandas). Th
## Limitations ## Limitations
---
GANS will generate data assuming the original data has all the value space needed: GANS will generate data assuming the original data has all the value space needed:
@ -49,7 +46,6 @@ GANS will generate data assuming the original data has all the value space neede
e.g:measurements (height, blood pressure, ...) e.g:measurements (height, blood pressure, ...)
## Credits : ## Credits :
---
- [Ziqi Zhang](ziqi.zhang@vanderbilt.edu) - [Ziqi Zhang](ziqi.zhang@vanderbilt.edu)
- [Brad Malin](b.malin@vanderbilt.edu) - [Brad Malin](b.malin@vanderbilt.edu)