CTGAN VS SDV

Compare CTGAN vs SDV and see what are their differences.

CTGAN

Conditional GAN for generating synthetic tabular data. (by sdv-dev)
synthetic-data generative-adversarial-network tabular-data data-generation synthetic-data-generation
Source Code
Suggest alternative
Edit details

SDV

Synthetic data generation for tabular data (by sdv-dev)
synthetic-data Machine Learning relational-datasets multi-table time-series synthetic-data-generation sdv data-generation generative-adversarial-network Gan Gans Deep Learning generative-ai generative-model generativeai
Source Code
docs.sdv.dev
Suggest alternative
Edit details
InfluxDB - Power Real-Time Data Analytics at Scale
Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
www.influxdata.com
featured
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com
featured
CTGAN SDV
2 59
1,140 2,141
2.0% 2.4%
8.5 9.4
5 days ago 8 days ago
Python Python
GNU General Public License v3.0 or later GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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

Posts with mentions or reviews of CTGAN. We have used some of these posts to build our list of alternatives and similar projects.

SDV

Posts with mentions or reviews of SDV. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-27.

What are some alternatives?

When comparing CTGAN and SDV you can also consider the following projects:

Copulas - A library to model multivariate data using copulas.

gretel-python-client - The Gretel Python Client allows you to interact with the Gretel REST API.

Mimesis - Mimesis is a powerful Python library that empowers developers to generate massive amounts of synthetic data efficiently.

machine-learning-for-trading - Code for Machine Learning for Algorithmic Trading, 2nd edition.

gretel-synthetics - Synthetic data generators for structured and unstructured text, featuring differentially private learning.

tsfresh - Automatic extraction of relevant features from time series:

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)

genalog - Genalog is an open source, cross-platform python package allowing generation of synthetic document images with custom degradations and text alignment capabilities.

HR-Attrition - Will they stay or will they go? Predicting whether employees will leave + why.

CTGAN vs Copulas SDV vs gretel-python-client CTGAN vs Mimesis SDV vs machine-learning-for-trading CTGAN vs gretel-synthetics SDV vs tsfresh CTGAN vs FAST-RIR SDV vs Copulas SDV vs TimeSynth SDV vs EigenGAN-Tensorflow SDV vs genalog SDV vs HR-Attrition