synthcity
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation. (by vanderschaarlab)
DataDreamer
DataDreamer: Prompt. Generate Synthetic Data. Train & Align Models. 🤖💤 (by datadreamer-dev)
synthcity | DataDreamer | |
---|---|---|
4 | 5 | |
362 | 646 | |
4.4% | 7.4% | |
7.2 | 8.5 | |
15 days ago | 6 days ago | |
Python | Python | |
Apache License 2.0 | 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.
synthcity
Posts with mentions or reviews of synthcity.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-19.
-
Benchmark synthetic tabular data generators using Syunthcity
Library: https://github.com/vanderschaarlab/synthcity
-
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:
-
[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
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 synthcity and DataDreamer you can also consider the following projects:
speedb - A RocksDB compliant high performance scalable embedded key-value store
CML_AMP-to-Airgapped - Download the AMP catalog for an offline (airgapped) deployment of the AMP catalog.