CTGAN
Mimesis
| CTGAN | Mimesis | |
|---|---|---|
| 2 | 3 | |
| 1,140 | 4,304 | |
| 4.0% | - | |
| 8.5 | 9.1 | |
| 1 day ago | 7 days ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
CTGAN
Mimesis
-
Mimesis allows you toeasily generate detailed dummy datasets.
Mimesis has well-structured and comprehensive documentation: https://mimesis.name
-
Open source
P.S Here is a project I was talking about.
- Mimesis is a fake data generator that can be used in Data Science for generating dummy datasets.
What are some alternatives?
SDV - Synthetic data generation for tabular data
faker - Faker is a Python package that generates fake data for you.
Copulas - A library to model multivariate data using copulas.
fake2db - create custom test databases that are populated with fake data
gretel-synthetics - Synthetic data generators for structured and unstructured text, featuring differentially private learning.
radar
FAST-RIR - This is the official implementation of our neural-network-based fast diffuse room impulse response generator (FAST-RIR) for generating room impulse responses (RIRs) for a given acoustic environment.
FauxFactory - Generates random data for your tests.
callee - Argument matchers for unittest.mock
aiounittest - Test python asyncio-based code with ease.
pytest-fastapi-deps - This library allows you to easily replace FastAPI dependencies in your tests. Regular mocking techniques do not work due to the inner working of FastAPI.
Selenium Wire - Extends Selenium's Python bindings to give you the ability to inspect requests made by the browser.