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The Top 23 Synthetic Data Open Source Projects

Open source projects categorized as Synthetic Data
Categories > Synthetic Data
Machine Learning For Trading ⭐ 9,469
Code for Machine Learning for Algorithmic Trading, 2nd edition.
most recent commit 10 months ago
Mimesis ⭐ 4,298
Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.
dependent packages 32total releases 49most recent commit 4 days agopypi mimesis} Downloads
Blenderproc ⭐ 2,402
A procedural Blender pipeline for photorealistic training image generation
total releases 15most recent commit 3 months ago
Synthea ⭐ 1,905
Synthetic Patient Population Simulator
total releases 8most recent commit 4 months ago
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118most recent commit 3 months agopypi sdv} Downloads
Unrealcv ⭐ 1,737
UnrealCV: Connecting Computer Vision to Unreal Engine
most recent commit 9 months ago
Synth ⭐ 1,307
The Declarative Data Generator
most recent commit 2 months ago
Ydata Synthetic ⭐ 1,201
Synthetic data generators for tabular and time-series data
dependent packages 2total releases 31most recent commit 3 months agopypi ydata-synthetic} Downloads
Ctgan ⭐ 1,066
Conditional GAN for generating synthetic tabular data.
dependent packages 16total releases 60most recent commit 3 months agopypi ctgan} Downloads
Awesome Open Data Centric Ai ⭐ 630
Curated list of open source tooling for data-centric AI on unstructured data.
most recent commit 5 months ago
Thisrepositorydoesnotexist ⭐ 577
A curated list of awesome projects which use Machine Learning to generate synthetic content.
most recent commit a year ago
Pygraft ⭐ 553
Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips
most recent commit 3 months ago
Synthesizer ⭐ 507
A multi-purpose LLM framework for RAG and data creation.
most recent commit 3 months ago
Gretel Synthetics ⭐ 490
Synthetic data generators for structured and unstructured text, featuring differentially private learning.
dependent packages 1total releases 53most recent commit 3 months agopypi gretel-synthetics} Downloads
Fedprox ⭐ 465
Federated Optimization in Heterogeneous Networks (MLSys '20)
most recent commit a year ago
Copulas ⭐ 454
A library to model multivariate data using copulas.
dependent packages 14total releases 46most recent commit 5 months agopypi copulas} Downloads
Surreal ⭐ 451
Learning from Synthetic Humans, CVPR 2017
most recent commit 3 years ago
Plaitpy ⭐ 415
plait.py - a fake data modeler
total releases 12most recent commit 5 years ago
Rgan ⭐ 413
Recurrent (conditional) generative adversarial networks for generating real-valued time series data.
most recent commit 6 years ago
Neosync ⭐ 413
A developer-first way to create high-fidelity synthetic data or anonymize sensitive data and sync it across all environments for testing, fine-tuning or model training.
most recent commit 3 months ago
Synthdet ⭐ 330
SynthDet - An end-to-end object detection pipeline using synthetic data
most recent commit 9 months ago
Iros20 6d Pose Tracking ⭐ 299
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
most recent commit 8 months ago
Synthcity ⭐ 292
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
most recent commit 3 months ago
The 10 Most Depended On Synthetic Data Open Source Projects
Mimesis ⭐ 4,298
Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.
dependent packages 32total releases 49latest release August 19, 2023most recent commit 4 days agopypi mimesis} Downloads
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118latest release December 05, 2023most recent commit 3 months agopypi sdv} Downloads
Ctgan ⭐ 1,066
Conditional GAN for generating synthetic tabular data.
dependent packages 16total releases 60latest release November 13, 2023most recent commit 3 months agopypi ctgan} Downloads
Copulas ⭐ 454
A library to model multivariate data using copulas.
dependent packages 14total releases 46latest release November 13, 2023most recent commit 5 months agopypi copulas} Downloads
Sdmetrics ⭐ 168
Metrics to evaluate quality and efficacy of synthetic datasets.
dependent packages 8total releases 80latest release December 04, 2023most recent commit 4 months agopypi sdmetrics} Downloads
Deepecho ⭐ 75
Synthetic Data Generation for mixed-type, multivariate time series.
dependent packages 6total releases 33latest release November 13, 2023most recent commit 5 months agopypi deepecho} Downloads
Smogn ⭐ 185
Synthetic Minority Over-Sampling Technique for Regression
dependent packages 2total releases 6latest release April 06, 2020most recent commit 2 years agopypi smogn} Downloads
Table Evaluator ⭐ 61
Evaluate real and synthetic datasets against each other
dependent packages 2total releases 31latest release August 20, 2023most recent commit 8 months agopypi table-evaluator} Downloads
Ydata Synthetic ⭐ 1,201
Synthetic data generators for tabular and time-series data
dependent packages 2total releases 31latest release December 08, 2023most recent commit 3 months agopypi ydata-synthetic} Downloads
Gretel Python Client ⭐ 40
The Gretel Python Client allows you to interact with the Gretel REST API.
dependent packages 1total releases 83latest release November 28, 2023most recent commit 3 months agopypi gretel-client} Downloads
The 10 Latest Releases In Synthetic Data Open Source Projects
Ydata Synthetic ⭐ 1,201
Synthetic data generators for tabular and time-series data
dependent packages 2total releases 31latest release December 08, 2023most recent commit 3 months agopypi ydata-synthetic} Downloads
Blenderproc ⭐ 2,402
A procedural Blender pipeline for photorealistic training image generation
total releases 15latest release December 06, 2023most recent commit 3 months ago
Sdv ⭐ 1,787
Synthetic data generation for tabular data
dependent packages 18total releases 118latest release December 05, 2023most recent commit 3 months agopypi sdv} Downloads
Sdmetrics ⭐ 168
Metrics to evaluate quality and efficacy of synthetic datasets.
dependent packages 8total releases 80latest release December 04, 2023most recent commit 4 months agopypi sdmetrics} Downloads
Blendersynth ⭐ 35
Synthetic Blender Dataset Production
total releases 15latest release November 30, 2023most recent commit 4 months ago
Bamt ⭐ 107
Repository of a data modeling and analysis tool based on Bayesian networks
dependent packages 1total releases 40latest release November 29, 2023most recent commit 3 months agopypi bamt} Downloads
Gretel Synthetics ⭐ 490
Synthetic data generators for structured and unstructured text, featuring differentially private learning.
dependent packages 1total releases 53latest release November 28, 2023most recent commit 3 months agopypi gretel-synthetics} Downloads
Gretel Python Client ⭐ 40
The Gretel Python Client allows you to interact with the Gretel REST API.
dependent packages 1total releases 83latest release November 28, 2023most recent commit 3 months agopypi gretel-client} Downloads
Exhibit ⭐ 5
Command line tool to generate anonymised demonstrator data
total releases 9latest release November 20, 2023most recent commit 4 months ago
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