synthetic-data

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stefan-jansen /machine-learning-for-trading

Star15.3k

Code for Machine Learning for Algorithmic Trading, 2nd edition.

finance data-science machine-learning deep-learning trading artificial-intelligence trading-strategies investment synthetic-data investment-strategies ml4t-workflow trading-agent

UpdatedAug 18, 2024
Jupyter Notebook

modelscope /data-juicer

Star4.8k

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

data-science data data-visualization data-analysis data-processing multi-modal data-pipeline synthetic-data pre-training foundation-models large-language-models llm llms instruction-tuning

UpdatedJul 18, 2025
Python

lk-geimfari /mimesis

Star4.6k

Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.

python testing mock data factory fixtures schema generator fake pandas datascience factory-boy pytest-plugin json-generator dummy dataframe synthetic-data mimesis syntetic polars

UpdatedJul 17, 2025
Python

Kiln-AI /Kiln

Star4k

The easiest tool for fine-tuning LLM models, synthetic data generation, and collaborating on datasets.

python windows macos machine-learning ai evaluation prompt ml collaboration openai dataset-generation synthetic-data fine-tuning prompt-engineering chain-of-thought rlhf evals ollama

UpdatedJul 18, 2025
Python

nucleuscloud /neosync

Star3.9k

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

mysql testing docker kubernetes golang open-source typescript etl reactjs nextjs postgresql faker self-hosted orchestration test-data-generator synthetic-data fine-tuning benthos synthetic-data-generation

UpdatedJul 18, 2025
Go

DLR-RM /BlenderProc

Star3.2k

A procedural Blender pipeline for photorealistic training image generation

python blender rendering computer-graphics segmentation 3d-reconstruction 3d-graphics pose-estimation synthetic synthetic-data depth-images 3d-engines blender-pipeline camera-positions suncg-scene camera-sampling blender-installation 3d-front-dataset

UpdatedApr 16, 2025
Python

sdv-dev /SDV

Star3.1k

Synthetic data generation for tabular data

machine-learning deep-learning time-series generative-adversarial-network gan generative-model data-generation gans synthetic-data sdv multi-table synthetic-data-generation relational-datasets generative-ai generativeai

UpdatedJul 18, 2025
Python

pgmpy /pgmpy

Sponsor

Star3k

Python Library for Causal and Probabilistic Modeling using Bayesian Networks

python simulation bayesian-networks causal-inference causal-models synthetic-data probabilistic-inference mixed-data causal-discovery causal-identification causal-validation

UpdatedJul 11, 2025
Python

argilla-io /distilabel

Star2.8k

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

python ai openai synthetic-data synthetic-dataset-generation huggingface llms rlhf rlaif

UpdatedJul 14, 2025
Python

synthetichealth /synthea

Star2.6k

Synthetic Patient Population Simulator

simulation fhir health-data synthetic-data synthea synthetic-population

UpdatedJul 17, 2025
Java

hitsz-ids /synthetic-data-generator

Star2.4k

SDG is a specialized framework designed to generate high-quality structured tabular data.

agent machine-learning privacy deep-learning tabular-data gan data-generator synthetic-data llm generative-ai

UpdatedJun 23, 2025
Python

unrealcv /unrealcv

Star2k

UnrealCV: Connecting Computer Vision to Unreal Engine

machine-learning computer-vision simulation ue4 virtual-worlds synthetic-data embodied-ai

UpdatedJun 15, 2025
C++

ydataai /ydata-synthetic

Star1.6k

Synthetic data generators for tabular and time-series data

machine-learning timeseries deep-learning time-series python3 pytorch generative-adversarial-network gan gans synthetic-data training-data datagenerator tensorflow2 gan-architectures datageneration

UpdatedMar 12, 2025
Jupyter Notebook

GreenmaskIO /greenmask

Sponsor

Star1.5k

PostgreSQL database anonymization and synthetic data generation tool

go golang security qa automation obfuscation database ai postgresql transformers faker staging testing-tools pg dba security-automation security-tools anonymization synthetic-data data-masking

UpdatedJul 17, 2025
Go

bespokelabsai /curator

Star1.4k

Synthetic data curation for post-training and structured data extraction

python machine-learning natural-language-processing deep-learning prompt agents synthetic-data fine-tuning synthetic-dataset-generation llm instruction-tuning

UpdatedJul 10, 2025
Python

shuttle-hq /synth

Star1.4k

The Declarative Data Generator

rust postgres json data-generation hacktoberfest test-data-generator synthetic-data realistic-data

UpdatedSep 27, 2024
Rust

sdv-dev /CTGAN

Star1.4k

Conditional GAN for generating synthetic tabular data.

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

UpdatedJul 14, 2025
Python

plurai-ai /intellagent

Star1.1k

A framework for comprehensive diagnosis and optimization of agents using simulated, realistic synthetic interactions

agent simulator evaluation synthetic-data llmops

UpdatedJun 29, 2025
Python

datadreamer-dev /DataDreamer

Star1k

DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤

python nlp machine-learning natural-language-processing deep-learning transformers pytorch openai alignment gpt nlp-library synthetic-data fine-tuning synthetic-dataset-generation llm llms llmops instruction-tuning

UpdatedFeb 2, 2025
Python

BatsResearch /bonito

Star784

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

gpt zero-shot-learning domain-adaptation synthetic-data synthetic-dataset-generation llm task-adaptation

UpdatedJul 15, 2025
Python

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synthetic-data

Here are 797 public repositories matching this topic...

stefan-jansen /machine-learning-for-trading

modelscope /data-juicer

lk-geimfari /mimesis

Kiln-AI /Kiln

nucleuscloud /neosync

DLR-RM /BlenderProc

sdv-dev /SDV

pgmpy /pgmpy

argilla-io /distilabel

synthetichealth /synthea

hitsz-ids /synthetic-data-generator

unrealcv /unrealcv

ydataai /ydata-synthetic

GreenmaskIO /greenmask

bespokelabsai /curator

shuttle-hq /synth

sdv-dev /CTGAN

plurai-ai /intellagent

datadreamer-dev /DataDreamer

BatsResearch /bonito

Improve this page

Add this topic to your repo