Search Results - RepositoryStats

154

3.8k

other

22

Open Source Data Security Platform for Developers to Monitor and Detect PII, Anonymize Production Data and Sync it across 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

2,508 commits to main branch, last one 12 days ago

SDV sdv-dev

330

2.6k

other

40

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

1,877 commits to main branch, last one 3 days ago

CTGAN sdv-dev

307

1.4k

other

23

Conditional GAN for generating synthetic tabular data.

tabular-data synthetic-data data-generation synthetic-data-generation generative-adversarial-network

Created 2019-09-08

416 commits to main branch, last one 4 days ago

Copulas sdv-dev

116

584

other

20

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

895 commits to main branch, last one 18 days ago

mostlyai mostly-ai

32

417

apache-2.0

7

Synthetic Data SDK ✨

generative-ai synthetic-data machine-learning differential-privacy synthetic-data-generator synthetic-data-generation privacy-enhancing-technologies

Created 2023-12-22

385 commits to main branch, last one 3 days ago

genalog microsoft

32

322

mit

10

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 2 years ago

PeopleSansPeople Unity-Technologies

35

309

apache-2.0

25

Unity's privacy-preserving human-centric synthetic data generator

Created 2021-08-24

240 commits to main branch, last one about a year ago

DoppelGANger fjxmlzn

74

305

bsd-3-clause-clear

5

[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

DeepEcho sdv-dev

15

111

other

8

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

322 commits to main branch, last one 3 days ago

INGenious ing-bank

27

93

mit

6

INGenious Playwright Studio

jms cicd faker kafka appium playwright api-testing azure-devops mobile-testing browser-testing playwright-java test-automation low-code-testing testing-framework browser-automation synthetic-data-generation

Created 2024-06-24

74 commits to main branch, last one 21 days ago

NetShare netsharecmu

27

86

bsd-3-clause-clear

7

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

Created 2022-06-15

167 commits to master branch, last one about a year ago

GraphMaker Graph-COM

7

56

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 7 months ago

CodeMixed-Text-Generator microsoft

12

54

mit

7

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

mostlyai-engine mostly-ai

2

53

apache-2.0

5

Synthetic Data Engine 💎

synthetic-data differential-privacy synthetic-data-generator synthetic-data-generation

Created 2025-01-20

90 commits to main branch, last one 3 days ago

mockingbird openraven

6

43

apache-2.0

6

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 about a year ago

ClinGen ritaranx

3

38

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 10 months ago

AnthroNet Unity-Technologies

1

35

other

3

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

COSCI-GAN aliseyfi75

9

32

mit

2

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

dalda kkyuhun94

4

30

unknown

2

[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 5 months ago

flow-matching keishihara

3

28

other

2

Flow Matching implemented in PyTorch

python pytorch deep-learning flow-matching image-generation conditional-flow-matching synthetic-data-generation continuous-normalizing-flows

Created 2025-01-05

34 commits to main branch, last one 3 months ago

Whisper-Synthetic-ASR-Dataset-Generator gongouveia

1

28

unknown

4

This UI serves as a Synthetic ASR Dataset Generator powered by/for OpenAI Whisper, enabling users to capture audio, transcribing it, on the fly and manage the generated dataset 🤗. Fine tune Whisper ...

asr nlp whisper speech-to-text dataset-generation synthetic-data-generation

Created 2024-02-17

128 commits to main branch, last one 4 months ago

openpo dannylee1020

0

27

apache-2.0

2

Building synthetic data for preference tuning

ai dpo llm rlhf rlaif python evaluation finetuning ai-feedback huggingface llm-evaluation synthetic-data synthetic-data-generation

Created 2024-10-28

260 commits to master branch, last one 3 months ago