REaLTabFormer
A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation. (by worldbank)
tdk-demo
This is a collection of TDK demo projects that use different databases and options (by synthesized-io)
| REaLTabFormer | tdk-demo | |
|---|---|---|
| 5 | 3 | |
| 183 | 16 | |
| 5.5% | - | |
| 5.6 | 8.4 | |
| 12 days ago | 14 days ago | |
| Jupyter Notebook | YAML | |
| MIT License | BSD 3-clause "New" or "Revised" License |
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.
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.
REaLTabFormer
Posts with mentions or reviews of REaLTabFormer.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-14.
-
World Bank Researchers Open Source REaLTabFormer: A Tabular and Relational Synthetic Data Generation Model
Quick Read: https://www.marktechpost.com/2023/02/21/world-bank-researchers-open-source-realtabformer-a-tabular-and-relational-synthetic-data-generation-model/ Paper: https://arxiv.org/pdf/2302.02041.pdf Github: https://github.com/avsolatorio/realtabformer
- REaLTabFormer: Generating realistic synthetic data using GPT in Python
- Show HN: REaLTabFormer – GPT-based synthetic data generator
- [R] [N] REaLTabFormer: Generating Realistic Relational and Tabular Data using Transformers
tdk-demo
Posts with mentions or reviews of tdk-demo.
We have used some of these posts to build our list of alternatives
and similar projects.
What are some alternatives?
When comparing REaLTabFormer and tdk-demo you can also consider the following projects:
ydata-synthetic - Synthetic data generators for tabular and time-series data
DoppelGANger - [IMC 2020 (Best Paper Finalist)] Using GANs for Sharing Networked Time Series Data: Challenges, Initial Promise, and Open Questions
SkinDeep - Get Deinked!!
discus - A data-centric AI package for ML/AI. Get the best high-quality data for the best results. Discord: https://discord.gg/t6ADqBKrdZ
nist-crc-2023 - NIST Collaborative Research Cycle on Synthetic Data. Learn about Synthetic Data week by week!
PeopleSansPeople - Unity's privacy-preserving human-centric synthetic data generator
generatedata - A powerful, feature-rich, random test data generator.
SynthDet - SynthDet - An end-to-end object detection pipeline using synthetic data