Synthetic Python Packages

pygrinder

PyGrinder: a Python toolkit for grinding data beans into the incomplete for real-world data simulation by introducing missing values with different missingness patterns, including MCAR (complete at random), MAR (at random), MNAR (not at random), sub sequence missing, and block missing

blenderproc

A procedural Blender pipeline for photorealistic training image generation

synthadoc

Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-managed and self-improved without the use of any tools.

table-evaluator

Evaluate real and synthetic datasets against each other

synpp

Synthetic population pipeline code for eqasim

jabberjay

🦜 Synthetic Voice Detection

bhepop2

Synthetic population enrichment from aggregated data

trdg

A synthetic data generator for text recognition

datasety

CLI tool for dataset preparation: resize, align, caption, shuffle, synthetic, and mask generation.

zpy-zumo

Synthetic data for computer vision. An open source toolkit using Blender and Python.

blendersynth

Synthetic Blender Dataset Production

synctl

CLI Tool for Synthetic Monitoring to Manage Synthetic Test and Locations Easily

synthetic-data-kit

Tool for generating high quality Synthetic datasets

pycorruptor

PyGrinder: a Python toolkit for grinding data beans into the incomplete for real-world data simulation by introducing missing values with different missingness patterns, including MCAR (complete at random), MAR (at random), MNAR (not at random), sub sequence missing, and block missing

nhssynth

Package to accompany P41

synthtiger

Official Implementation of SynthTIGER (Synthetic Text Image Generator), ICDAR 2021

iftg

IFTG (ImageFromTextGenerator) is a Python package that simplifies creating robust datasets for OCR models. Generate images from text, apply over 10 built-in noise effects, and customize fonts and layouts. IFTG supports all languages and offers endless noise combinations, including custom noise creation.

nrel-shift

Python package for developing power distribution model using opensource data.

synloc

A Python Package to Create Synthetic Tabular Data

robotmk-bridge-testdatagenerator

Generates synthetic test result files for robotmk-bridge-plugin

datahub-core

DataHub - Synthetic data library

synthetic-disagreement

Generate controlled synthetic annotator disagreement before real reviewer data is collected.

wordcanvas-docsaid

Generating text with custom fonts and styles.

synthetic-face-masks

A Python library for generating synthetic face datasets with facial region masks between different face images. This tool is designed for creating training datasets for computer vision and machine learning applications.