#Synthetic-dataset-generation

Showing 25 of 25 repositories tagged #synthetic-dataset-generation, ranked by stars

argilla-io
argilla-io
distilabel

Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.

Score
0
β˜… 3.3k β‘‚ 247 +13/day
Python
Eladlev
Eladlev
AutoPrompt

A framework for prompt tuning using Intent-based Prompt Calibration

Score
86
β˜… 3.0k β‘‚ 263 β€”
Python
bespokelabsai
bespokelabsai
curator

Synthetic data curation for post-training and structured data extraction

Score
100
β˜… 1.7k β‘‚ 141 β€”
Python
datadreamer-dev
datadreamer-dev
DataDreamer

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. β€€ πŸ€–πŸ’€

Score
71
β˜… 1.1k β‘‚ 59 β€”
Python
Unity-Technologies
Unity-Technologies
com.unity.perception

Perception toolkit for sim2real training and validation in Unity

Score
89
β˜… 994 β‘‚ 185 β€”
C#
magpie-align
magpie-align
magpie

[ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data generation pipeline!

Score
57
β˜… 869 β‘‚ 68 +1/day
Python
BatsResearch
BatsResearch
bonito

A lightweight library for generating synthetic instruction tuning datasets for your data without GPT.

Score
43
β˜… 830 β‘‚ 56 +1/day
Python
nicolas-hbt
nicolas-hbt
pygraft

Configurable Generation of Synthetic Schemas and Knowledge Graphs at Your Fingertips

Score
100
β˜… 710 β‘‚ 51 +2/day
Python
NVIDIA
NVIDIA
Dataset_Synthesizer

NVIDIA Deep learning Dataset Synthesizer (NDDS)

Score
78
β˜… 600 β‘‚ 133 +1/day
C++
sparkfish
sparkfish
augraphy

Augmentation pipeline for rendering synthetic paper printing, faxing, scanning and copy machine processes

Score
67
β˜… 555 β‘‚ 63 +4/day
Python
Unity-Technologies
Unity-Technologies
SynthDet

SynthDet - An end-to-end object detection pipeline using synthetic data

Score
56
β˜… 399 β‘‚ 58 β€”
C#
Unity-Technologies
Unity-Technologies
PeopleSansPeople

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

Score
44
β˜… 327 β‘‚ 34 β€”
C#
tirthajyoti
tirthajyoti
pydbgen

Random dataframe and database table generator

Score
75
β˜… 311 β‘‚ 58 β€”
Python
NVIDIA
NVIDIA
Dataset_Utilities

NVIDIA Dataset Utilities (NVDU)

Score
25
β˜… 131 β‘‚ 22 β€”
Python
netsharecmu
netsharecmu
NetShare

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

Score
33
β˜… 99 β‘‚ 28 β€”
Python
chainstacklabs
chainstacklabs
web3-ai-trading-agent

Build an Autonomous Web3 AI Trading Agent (BASE + Uniswap V4 example)

Score
0
β˜… 66 β‘‚ 18 β€”
Python
rasinmuhammed
rasinmuhammed
misata

High-performance open-source synthetic data engine. Uses LLMs for schema design and vectorized NumPy for deterministic, scalable generation.

Score
100
β˜… 61 β‘‚ 4 +1/day
Python
921kiyo
921kiyo
3d-dl

Synthetic Dataset Generation for Object-to-model Deep Learning

Score
11
β˜… 60 β‘‚ 19 β€”
Python
iteal
iteal
wormpose

WormPose: Image synthesis and convolutional networks for pose estimation in C. elegans

Score
0
β˜… 56 β‘‚ 19 β€”
Python
Shekswess
Shekswess
synthgenai

SynthGenAI - Package for Generating Synthetic Datasets using LLMs.

Score
14
β˜… 56 β‘‚ 4 β€”
Python
xuxu-wei
xuxu-wei
SUAVE

Implementation of a Hybrid Variational Autoencoder (VAE) for label information-guided dimensionality reduction and data synthesis.

Score
22
β˜… 47 β‘‚ 3 β€”
Python
AstraBert
AstraBert
diRAGnosis

Diagnose the performance of your RAG🩺

Score
0
β˜… 43 β‘‚ 2 β€”
Python
Abineshabee
Abineshabee
Hackathon-models

Hackathons Models for Wonders of AI 2.0

Score
50
β˜… 39 β‘‚ 0 β€”
Jupyter Notebook
MuhangTian
MuhangTian
TimeDiff

Code to generate realistic synthetic healthcare data with diffusion models

Score
29
β˜… 37 β‘‚ 7 β€”
Jupyter Notebook
Data-Centric-AI-Community
Data-Centric-AI-Community
nist-crc-2023

NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!

Score
0
β˜… 28 β‘‚ 2 β€”
Jupyter Notebook
Related Topics
#synthetic-data#deep-learning#machine-learning#python#llm#computer-vision#pose-estimation#object-detection#llms#openai#nlp#domain-randomization

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