13 results found Sort:

sdv-dev
SDV sdv-dev
288
2.2k
other
41
Synthetic data generation for tabular data
gan sdv gans multi-table time-series generativeai deep-learning generative-ai synthetic-data data-generation generative-model machine-learning relational-datasets synthetic-data-generation generative-adversarial-network
Created 2018-05-11
1,631 commits to main branch, last one 3 days ago
nucleuscloud
neosync nucleuscloud
59
2.1k
mit
7
Open source data anonymization and synthetic data orchestration for developers. Create high fidelity synthetic data and sync it across your environments.
etl faker react docker golang nextjs benthos reactjs testing protobuf kubernetes typescript fine-tuning open-source self-hosted orchestration synthetic-data test-data-generator synthetic-data-generation
Created 2023-08-24
1,589 commits to main branch, last one 9 hours ago
sdv-dev
CTGAN sdv-dev
274
1.2k
other
21
Conditional GAN for generating synthetic tabular data.
tabular-data synthetic-data data-generation synthetic-data-generation generative-adversarial-network
Created 2019-09-08
373 commits to main branch, last one 18 days ago
sdv-dev
Copulas sdv-dev
104
516
other
22
A library to model multivariate data using copulas.
copulas tabular-data generative-ai synthetic-data data-generation generative-model machine-learning synthetic-data-generation
Created 2017-11-13
849 commits to main branch, last one 3 days ago
microsoft
genalog microsoft
29
296
mit
12
Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
ner python data-science synthetic-data text-alignment data-generation ocr-recognition machine-learning synthetic-images synthetic-data-generation
Created 2020-06-15
106 commits to main branch, last one about a year ago
Unity-Technologies
PeopleSansPeople Unity-Technologies
33
296
apache-2.0
26
Unity's privacy-preserving human-centric synthetic data generator
unity unity3d labeling icml-2022 perception billing-5160 deep-learning synthetic-data computer-vision pose-estimation human-centric-ml object-detection transfer-learning synthetic-datasets applied-ml-research human-pose-estimation owner-machine-learning synthetic-data-generation human-activity-recognition synthetic-dataset-generation
Created 2021-08-24
240 commits to main branch, last one 2 months ago
fjxmlzn
DoppelGANger fjxmlzn
72
279
bsd-3-clause-clear
7
[IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
gan gans privacy datasets fidelity timeseries time-series doppelganger synthetic-data dataset-generation synthetic-data-generator synthetic-data-generation synthetic-dataset-generation generative-adversarial-network
Created 2019-09-28
26 commits to master branch, last one 7 months ago
sdv-dev
DeepEcho sdv-dev
13
89
other
11
Synthetic Data Generation for mixed-type, multivariate time series.
sdv time-series deep-learning synthetic-data data-generation synthetic-data-generation generative-adversarial-network
Created 2020-06-13
285 commits to main branch, last one 24 days ago
netsharecmu
NetShare netsharecmu
21
71
bsd-3-clause-clear
8
(SIGCOMM '22) Practical GAN-based Synthetic IP Header Trace Generation using NetShare
gan gans pcap netflow privacy netflow-v9 tensorflow gans-models time-series netflow-data pcap-generator synthetic-data machine-learning privacy-preserving differential-privacy synthetic-data-generator synthetic-data-generation synthetic-dataset-generation generative-adversarial-network differential-privacy-deep-learning
Created 2022-06-15
167 commits to master branch, last one 7 months ago
microsoft
CodeMixed-Text-Generator microsoft
12
48
mit
8
This tool helps automatic generation of grammatically valid synthetic Code-mixed data by utilizing linguistic theories such as Equivalence Constant Theory and Matrix Language Theory.
python3 code-mixing linguistics code-switching data-generation language-modeling synthetic-data-generation natural-language-processing
Created 2021-02-23
9 commits to main branch, last one 2 years ago
openraven
mockingbird openraven
4
42
apache-2.0
7
A toolset to test data classification engines that generates mock data in various file formats, sizes and data profiles.
data-classification synthetic-data-generation
Created 2021-01-22
13 commits to main branch, last one 4 months ago
Graph-COM
GraphMaker Graph-COM
4
39
mit
1
code for the paper "GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?"
ddpm pytorch social-network network-science generative-model graph-generation node-classification graph-neural-networks synthetic-data-generation
Created 2023-10-04
107 commits to main branch, last one 4 months ago
Unity-Technologies
AnthroNet Unity-Technologies
1
29
other
5
Unity's Privacy-Preserving Novel Human Body Model Trained Solely on Synthetic Data and Corresponding Dense Anthropometric Measurements
unity3d owner-ai billing-5029 deep-learning computervision synthetic-data computer-vision human-centric-ml computer-graphics applied-ml-research deep-neural-networks human-pose-estimation applied-machine-learning synthetic-data-generation human-activity-recognition synthetic-dataset-generation
Created 2023-03-07
12 commits to main branch, last one 8 months ago