Synthetic data

Data-Juicer is a modular data processing platform optimized for preparing multimodal datasets for foundation model training and inference. It...

NeMo Data Designer is a framework for generating high-quality synthetic datasets from scratch or using seed data, with support for statistical...

This is a comprehensive code repository and educational resource for the third edition of 'Machine Learning for Trading,' covering the complete...

pgmpy is a Python toolkit for causal and probabilistic reasoning using graphical models, implementing data structures and algorithms for Bayesian...

Greenmask is an open-source utility for logical database dumping, anonymization, synthetic data generation, and restoration, designed primarily for...

Synthea is a Java-based synthetic patient population simulator that generates realistic (but not real) patient health records in multiple formats...

Distilabel is a Python framework for generating synthetic data and collecting AI feedback through scalable, research-backed pipelines. It serves...

SDV is a Python library for generating synthetic tabular data using machine learning algorithms ranging from statistical methods to deep learning...

Kiln is a comprehensive workbench for the full AI development lifecycle, combining evaluations, prompt optimization, RAG, fine-tuning, synthetic data...

IntellAgent is a Python framework for evaluating and optimizing conversational AI agents through synthetic interaction simulation and edge-case...

Curator is a Python framework for bulk inference and scalable synthetic data curation designed specifically for post-training and fine-tuning LLMs....

SDG is a specialized framework for generating high-quality synthetic tabular data while preserving statistical properties and privacy guarantees. It...

Mimesis is a fast Python library for generating fake/synthetic data across 46 locales, designed for testing, prototyping, and data science workflows....

AI Sheets is an open-source, no-code platform for building and transforming datasets using AI models from Hugging Face Hub or custom LLMs. It serves...