synthetic-data

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

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

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

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

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

A procedural Blender pipeline for photorealistic training image generation

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

Synthetic data generation for tabular data

Synthetic Patient Population Simulator

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

UnrealCV: Connecting Computer Vision to Unreal Engine

Synthetic data generators for tabular and time-series data

The Declarative Data Generator

Conditional GAN for generating synthetic tabular data.

PostgreSQL database anonymization and synthetic data generation tool

Synthetic data curation for post-training and structured data extraction

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

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

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

Curated list of open source tooling for data-centric AI on unstructured data.