REaLTabFormer
A suite of auto-regressive and Seq2Seq (sequence-to-sequence) transformer models for tabular and relational synthetic data generation. (by worldbank)
DataDreamer
DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤 (by datadreamer-dev)
REaLTabFormer | DataDreamer | |
---|---|---|
5 | 5 | |
183 | 657 | |
5.5% | 9.0% | |
5.6 | 8.5 | |
11 days ago | 8 days ago | |
Jupyter Notebook | Python | |
MIT License | MIT 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
DataDreamer
Posts with mentions or reviews of DataDreamer.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-04-01.
- FLaNK AI - 01 April 2024
- FLaNK Stack 26 February 2024
- FLaNK Stack Weekly 19 Feb 2024
- DataDreamer
-
Ask HN: What have you built with LLMs?
We've built a prompting, synthetic data generation, and training library called DataDreamer: https://github.com/datadreamer-dev/DataDreamer
What are some alternatives?
When comparing REaLTabFormer and DataDreamer you can also consider the following projects:
ydata-synthetic - Synthetic data generators for tabular and time-series data
speedb - A RocksDB compliant high performance scalable embedded key-value store
SkinDeep - Get Deinked!!
tracecat - 😼 The open source alternative to Tines / Splunk SOAR. Build AI-assisted workflows, orchestrate alerts, and close cases fast.
tdk-demo - This is a collection of TDK demo projects that use different databases and options
CML_AMP-to-Airgapped - Download the AMP catalog for an offline (airgapped) deployment of the AMP catalog.
FLaNK-python-processors - Many processors