mimesis

Data generator

A Python library that generates fake data in various languages and formats.

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

GitHub

4k stars
61 watching
335 forks
Language: Python
last commit: 6 days ago
Linked from 2 awesome lists

datadataframedatasciencedummyfactoryfactory-boyfakefixturesgeneratorjson-generatormimesismockpandaspolarspytest-pluginpythonschemasynteticsynthetic-datatesting

Backlinks from these awesome lists:

Related projects:

Repository Description Stars
joke2k/faker Generates fake data for testing and development purposes 17,786
dmey/synthia Software for generating synthetic multivariate data with statistical properties preserved 57
ahupp/python-magic A Python wrapper around the libmagic C library to identify file types by their headers according to a predefined list of file types. 2,641
erg-lang/erg A statically typed language inspired by Rust and Python, with features like type inference, dependent types, and object-oriented programming, designed for simplicity and robustness. 2,699
mwaskom/seaborn A high-level interface for statistical data visualization 12,575
leptonai/leptonai An AI service building framework using Python to simplify the development of machine learning models and services. 2,653
huggingface/text-generation-inference A toolkit for deploying and serving Large Language Models. 9,106
keon/algorithms A collection of Python implementations of various algorithms and data structures. 24,076
abgeo/tarieli.py A Python script generator for creating random Georgian texts based on Vekhistkaosani. 1
pydantic/pydantic A Python library for validating data using type hints and JSON Schema. 21,145
fakerphp/faker Generates fake data for testing and development purposes. 3,614
clips/pattern A comprehensive Python module for web mining and analysis of text data. 8,750
trekhleb/homemade-machine-learning Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics 23,121
eli64s/readme-ai Automates the generation of comprehensive README files using AI-powered language models. 1,590
nomemory/mockneat A powerful data-generation and mocking library for creating realistic data in various formats 528