synthetic-data-generation topic

List synthetic-data-generation repositories

DoppelGANger

278
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72
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[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions

PeopleSansPeople

296
Stars
33
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Unity's privacy-preserving human-centric synthetic data generator

CTGAN

1.2k
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274
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Conditional GAN for generating synthetic tabular data.

SDV

2.3k
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304
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Synthetic data generation for tabular data

Copulas

544
Stars
107
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A library to model multivariate data using copulas.

genalog

296
Stars
29
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Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.

mockingbird

42
Stars
4
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A toolset to test data classification engines that generates mock data in various file formats, sizes and data profiles.

BlenderScripts

24
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3
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Scripts for data generation using Blender and 3D datasets like Matterport3D.

DeepEcho

88
Stars
13
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Synthetic Data Generation for mixed-type, multivariate time series.

NetShare

77
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21
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(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare