Back to Topics Directory
Topic Hub

#synthetic-data (20 Repositories)

Ranked open-source repositories tagged with #synthetic-data, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

51.5%

Avg Review Latency

61.3h

Filter by language

20 repositories tagged #synthetic-data

A TierPython 2.3k

NVIDIA-NeMo/DataDesigner

🎨 NeMo Data Designer: Generate high-quality synthetic data from scratch or from seed data.

63.9%
Merge Rate
7h
First Review
67%
1st-Timers
8
Maintainers
A TierPython 263

sdv-dev/SDMetrics

Metrics to evaluate quality and efficacy of synthetic datasets.

70.6%
Merge Rate
22h
First Review
50%
1st-Timers
7
Maintainers
A TierPython 7.1k

datajuicer/data-juicer

Data processing for and with foundation models! 🍎 🍋 🌽 ➡️ ➡️🍸 🍹 🍷

74.3%
Merge Rate
-
First Review
83%
1st-Timers
10
Maintainers
A TierPython 3.3k 15 GFIs

pgmpy/pgmpy

Python Toolkit for Causal and Probabilistic Reasoning

19.2%
Merge Rate
8h
First Review
33%
1st-Timers
35
Maintainers
B TierTypeScript 1.7k

huggingface/aisheets

Build, enrich, and transform datasets using AI models with no code

100.0%
Merge Rate
11h
First Review
100%
1st-Timers
1
Maintainers
B TierGo 1.8k 2 GFIs

GreenmaskIO/greenmask

Database anonymization and test data management

42.9%
Merge Rate
10d
First Review
33%
1st-Timers
4
Maintainers
B TierPython 798

mostly-ai/mostlyai

Synthetic Data SDK ✨

100.0%
Merge Rate
-
First Review
100%
1st-Timers
0
Maintainers
B TierPython 116

rapiddweller/datamimic

Model-driven synthetic test data for CI/CD and analytics - deterministic, privacy-preserving, and domain-aware. Includes Python APIs, XML pipelines, and MCP/IDE integration to orchestrate realistic datasets for finance, healthcare, and other regulated environments.

100.0%
Merge Rate
<1h
First Review
0%
1st-Timers
1
Maintainers
B TierJava 3.4k

synthetichealth/synthea

Synthetic Patient Population Simulator

60.0%
Merge Rate
2d
First Review
100%
1st-Timers
2
Maintainers
B TierPython 116

microsoft/DPSDA

Private Evolution: Generating DP Synthetic Data without Model Training [ICML 2026, ICLR 2024, ICML 2024 Spotlight]

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierC++ 2.2k

unrealcv/unrealcv

UnrealCV: Connecting Computer Vision to Unreal Engine

100.0%
Merge Rate
15d
First Review
0%
1st-Timers
0
Maintainers
B TierPython 881 1 GFIs

nolabs-ai/deepfabric

Generate High-Quality Synthetics, Train, Measure, and Evaluate in a Single Pipeline

100.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
B TierPython 347

Project-AgML/AgML

AgML is a centralized framework for agricultural machine learning. AgML provides access to public agricultural datasets for common agricultural deep learning tasks, with standard benchmarks and pretrained models, as well the ability to generate synthetic data and annotations.

100.0%
Merge Rate
16d
First Review
0%
1st-Timers
1
Maintainers
D TierPython 311

sdv-dev/SDGym

Benchmarking synthetic data generation methods.

0.0%
Merge Rate
7d
First Review
0%
1st-Timers
3
Maintainers
D TierPython 499

yangzhou24/OmniWorld

[ICLR 2026] OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierRust 1.5k

shuttle-hq/synth

The Declarative Data Generator

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 349

nickkunz/smogn

Synthetic Minority Over-Sampling Technique for Regression

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierTypeScript 459

intellicia-public/parastore

Draw a store, generate LLM personas, and watch them shop — an isometric 3D sandbox for synthetic-consumer experiments.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierC# 330

Unity-Technologies/PeopleSansPeople

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

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 1.7k

bespokelabsai/curator

Synthetic data curation for post-training and structured data extraction

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers