tabular-dl-tabr
The implementation of "TabR: Unlocking the Power of Retrieval-Augmented Tabular Deep Learning" (by yandex-research)
rtdl
Research on Tabular Deep Learning (Python package & papers) [Moved to: https://github.com/Yura52/rtdl] (by yandex-research)
tabular-dl-tabr | rtdl | |
---|---|---|
3 | 5 | |
224 | 314 | |
8.5% | - | |
4.2 | 8.9 | |
3 months ago | about 2 years ago | |
Python | 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.
tabular-dl-tabr
Posts with mentions or reviews of tabular-dl-tabr.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-07-28.
rtdl
Posts with mentions or reviews of rtdl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-10-30.
-
[Project] Improving deep learning for tabular data with numerical embeddings (FT-Transformer)
Found relevant code at https://github.com/yandex-research/rtdl + all code implementations here
- [P] pytorch-widedeep v1.0.9: the Perceiver and the FastFormer for tabular data are now available in the library
- [P] pytorch-widedeep model alert: SAINT and the FT-Transformer are now available in the library
- [R] Revisiting Deep Learning Models for Tabular Data
What are some alternatives?
When comparing tabular-dl-tabr and rtdl you can also consider the following projects:
lightning-flash - Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
tab-transformer-pytorch - Implementation of TabTransformer, attention network for tabular data, in Pytorch