mimesis
Data generator
Generates synthetic data in various formats and languages for testing, development, and other purposes.
Mimesis is a robust data generator for Python that can produce a wide range of fake data in multiple languages.
4k stars
61 watching
336 forks
Language: Python
last commit: 2 months ago
Linked from 2 awesome lists
datadataframedatasciencedummyfactoryfactory-boyfakefixturesgeneratorjson-generatormimesismockpandaspolarspytest-pluginpythonschemasynteticsynthetic-datatesting
Related projects:
Repository | Description | Stars |
---|---|---|
| Generates fake data for testing and development purposes | 17,852 |
| Software for generating synthetic multivariate data with statistical properties preserved | 57 |
| A Python wrapper around the libmagic C library to identify file types by their headers according to a predefined list of file types. | 2,664 |
| 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. | 2,706 |
| A high-level interface for statistical data visualization | 12,669 |
| An AI service building framework using Python to simplify the development of machine learning models and services. | 2,669 |
| A toolkit for deploying and serving Large Language Models (LLMs) for high-performance text generation | 9,456 |
| A collection of Python implementations of various algorithms and data structures. | 24,129 |
| A Python script generator for creating random Georgian texts based on Vekhistkaosani. | 1 |
| A Python library for validating data using type hints and JSON Schema. | 21,677 |
| Generates fake data for testing and development purposes. | 3,642 |
| A comprehensive Python module for web mining and analysis of text data. | 8,758 |
| Practices implementing popular machine learning algorithms from scratch to gain a deeper understanding of their mathematics | 23,191 |
| Automates the generation of comprehensive README files using AI-powered language models. | 1,665 |
| A powerful data-generation and mocking library for creating realistic data in various formats | 531 |