synthcity
Copulas
| synthcity | Copulas | |
|---|---|---|
| 4 | 1 | |
| 362 | 505 | |
| 4.4% | 1.4% | |
| 7.2 | 8.1 | |
| 15 days ago | 7 days ago | |
| Python | Python | |
| Apache License 2.0 | 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.
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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.
synthcity
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Benchmark synthetic tabular data generators using Syunthcity
Library: https://github.com/vanderschaarlab/synthcity
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Tired of synthetic corgi?Check out Synthcity,a tool for synthetic tabular data
Synthcity is a library for generating and benchmarking synthetic tabular data. https://github.com/vanderschaarlab/synthcity
Synthcity includes a wide range of algorithms for various use cases, such as:
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[P] Tired of generating synthetic corgis❓🐶 Check out Synthcity, a framework for synthetic tabular data
🌟 Synthcity isa library for generating and benchmarking synthetic tabular data. https://github.com/vanderschaarlab/synthcity
Copulas
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[D] Has anyone used "copulas" before?
nice Python library for modeling with copulas that I've worked with: https://github.com/sdv-dev/Copulas
What are some alternatives?
CTGAN - Conditional GAN for generating synthetic tabular data.
Made-With-ML - Learn how to design, develop, deploy and iterate on production-grade ML applications.
SDV - Synthetic data generation for tabular data
gretel-synthetics - Synthetic data generators for structured and unstructured text, featuring differentially private learning.
ydata-synthetic - Synthetic data generators for tabular and time-series data
gretel-python-client - The Gretel Python Client allows you to interact with the Gretel REST API.
genalog - Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.
SDGym - Benchmarking synthetic data generation methods.