16 results found Sort:

nucleuscloud
neosync nucleuscloud
124
3.4k
other
19
Open source data anonymization and synthetic data orchestration for developers. Create high fidelity synthetic data and sync it across your environments.
etl faker mysql docker golang nextjs benthos reactjs testing kubernetes postgresql typescript fine-tuning open-source self-hosted orchestration synthetic-data test-data-generator synthetic-data-generation
Created 2023-08-24
2,179 commits to main branch, last one a day ago
sdv-dev
SDV sdv-dev
317
2.4k
other
45
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
1,796 commits to main branch, last one 2 days ago
sdv-dev
CTGAN sdv-dev
294
1.3k
other
24
Conditional GAN for generating synthetic tabular data.
tabular-data synthetic-data data-generation synthetic-data-generation generative-adversarial-network
Created 2019-09-08
398 commits to main branch, last one 2 days ago
sdv-dev
Copulas sdv-dev
108
554
other
21
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
875 commits to main branch, last one 2 days ago
microsoft
genalog microsoft
32
310
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
35
305
apache-2.0
27
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 8 months ago
fjxmlzn
DoppelGANger fjxmlzn
75
300
bsd-3-clause-clear
6
[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 about a year ago
sdv-dev
DeepEcho sdv-dev
14
105
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
308 commits to main branch, last one 10 days ago
netsharecmu
NetShare netsharecmu
23
82
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 about a year ago
microsoft
CodeMixed-Text-Generator microsoft
13
52
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 3 years ago
Graph-COM
GraphMaker Graph-COM
6
52
mit
2
[TMLR] "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
110 commits to main branch, last one 2 months ago
openraven
mockingbird openraven
5
43
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 10 months ago
ritaranx
ClinGen ritaranx
3
36
mit
3
[ACL 2024 Findings] This is the code for our paper "Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models".
llm mednli medical clinical-nlp large-language-model synthetic-data-generation
Created 2023-10-18
8 commits to main branch, last one 5 months ago
Unity-Technologies
AnthroNet Unity-Technologies
1
34
other
5
Unity's Privacy-Preserving Novel Human Body Model Trained Solely on Synthetic Data and Corresponding Dense Anthropometric Measurements
unity3d owner-ai billing-7054 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 about a year ago
aliseyfi75
COSCI-GAN aliseyfi75
9
31
mit
3
Codebase for "Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN)"
eeg-data stock-data deep-learning synthetic-data generative-model multivariate-timeseries synthetic-data-generation generative-adversarial-network
Created 2022-10-05
17 commits to main branch, last one 2 years ago
kkyuhun94
dalda kkyuhun94
4
27
unknown
3
[ECCV'24 Workshops Oral] DALDA: Data Augmentation Leveraging Diffusion Model and LLM with Adaptive Guidance Scaling
diffusion-model data-augmentation large-language-model synthetic-data-generation
Created 2024-09-04
16 commits to main branch, last one 16 days ago