Top Tweets for #CTGAN
๐๐ฅ #CTGAN has been downloaded over 2.5 million times.ย ๐ฅ๐
Released #thisweek in 2019: version 0.1.0 of #CTGAN as part of The Synthetic Data Vault, a Deep Learning-based #syntheticdata generator for single-table data that can learn from real data and generate synthetic data with high fidelity.
During this time:
๐ It continues to be the go-to model for many #fortune500 companies who want to create #syntheticdata to train robust #AI models
๐ It has been used for a wide variety of use cases in the domains ranging from #energy, #healthcare, #education, #insurance and many others
๐ฅIt has been used to create #syntheticdata for data science competitions, to improve predictive accuracy of healthcare models, and to accurately predict fraud, to name a few.
๐ค Data created using #CTGAN has been used by more than 30,000 data science teams.
โค๏ธ Thank you to all our users who used it and gave a ton of feedback which has helped us build it further and further.
With its demand surpassing any other generative AI model for tabular data, we will be releasing more features for CTGAN in the near future.
Check it out here: https://t.co/Y8rC7ghEGk
#syntheticdata #datascience #dataanalytics #DS #sdv
Happy synthesizing!
- The DataCebo Team

Kudos, Maria! Well done. ๐๐ผ I'm also checking out the paper: https://t.co/Zd4SGaTOCR, https://t.co/NoHjEg8hns, https://t.co/x7wKhICLRM
#GAN #CTGAN #probabilistic #TabularData #Tabular #ML
https://t.co/tt0pgjzoli
My first ever >1000 where I am first co-author

Take a look at my latest post, in which I compute T20 Win Probability using CTGANs, to augment my T20 match data. @octonion @cricsheet @StatStuffercom #winProbability #T20 #GAN #CTGAN #keras #tensorflow #python https://t.co/vzQnfAnx4r
Take a look at my latest post, in which I compute T20 Win Probability using CTGANs.GANs work by pitting 2 DL models against each other. Take a glance if possible! @ramkid @go_mohan @canindya @TkNandy @virendergupta62 @Milind_Chalis #CTGAN
https://t.co/vzQnfAnx4r
Have you ever looked at a GAN & wondered what's happening inside? ๐
We took a peek -- and made it more interpretable ๐
#syntheticdata #sdv #CTGAN
https://t.co/AFcbUMxq3r
A study shows how an artificial #import #declarations dataset ease #customs administration via 22 key attributes synthesized with #CTGAN. #Synthetic_data is restriction-free and cuts identity risk. Data are similar to originals. Advanced #algorithms better spot #fraud, per arXiv.
.@loronaut has been augmenting her NSCLC #SABR / #SBRT recurrence prediction #MachineLearning datasets with synthetic data generated using #CTGAN. Find out how her models are performing at Poster 63.
#COMPASM2022 #MedPhys #gradschool

Very cool to see the @WellsFargo #CampusAnalytics2021Challenge using #syntheticdata from SDVโs very own #CTGAN! Competitors are using it to develop #ML models to predict suspected elder fraud in the digital payments space.
Learn more here: https://t.co/RzMl5IPWPg
#fintech
Super exciting to see growing downloads of the #CTGAN model only 2 years since the initial release. Some handy references for first-time use: https://t.co/oUJRCklkI0
We're so excited to share that #SDV's model has hit more than 300,000 downloads ๐ฅณ https://t.co/RP0J6cYSXT #opensource
An #OpenSource #Project from the #Data to #AI Lab, at MIT
#CTGAN a #collection #DeepLearning based Synthetic Data Generators for single table data, which are able to learn from real data & generate synthetic clones with high fidelity
#Python #DataScience
https://t.co/ocJhO3ZorU

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