SDV
CTGAN
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| SDV | CTGAN | |
|---|---|---|
| 59 | 2 | |
| 2,105 | 1,130 | |
| 13.5% | 3.2% | |
| 9.3 | 7.9 | |
| 6 days ago | 3 days ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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.
SDV
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Synthetic data generation for tabular data
Can someone help me understand the licensing of this?
https://github.com/sdv-dev/SDV/blob/main/LICENSE
It was MIT licensed up until 2022 where it was changed to what it is now, where they say that it will become MIT again 4 years after release... but is that from when the license was changed or the first release of the software in GitHub?
- SDV: NEW Data - star count:1441.0
- FLaNK Stack Weekly for 30 April 2023
- SDV: NEW Data - star count:1196.0
CTGAN
What are some alternatives?
gretel-python-client - The Gretel Python Client allows you to interact with the Gretel REST API.
Copulas - A library to model multivariate data using copulas.
machine-learning-for-trading - Code for Machine Learning for Algorithmic Trading, 2nd edition.
Mimesis - Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.
tsfresh - Automatic extraction of relevant features from time series:
gretel-synthetics - Synthetic data generators for structured and unstructured text, featuring differentially private learning.
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.
TimeSynth - A Multipurpose Library for Synthetic Time Series Generation in Python
EigenGAN-Tensorflow - EigenGAN: Layer-Wise Eigen-Learning for GANs (ICCV 2021)
HR-Attrition - Will they stay or will they go? Predicting whether employees will leave + why.
genalog - Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.