tab-transformer-pytorch
Implementation of TabTransformer, attention network for tabular data, in Pytorch (by lucidrains)
rtdl
Research on Tabular Deep Learning (Python package & papers) [Moved to: https://github.com/Yura52/rtdl] (by yandex-research)
| tab-transformer-pytorch | rtdl | |
|---|---|---|
| 1 | 5 | |
| 892 | 314 | |
| 8.3% | - | |
| 4.3 | 8.9 | |
| about 1 month ago | about 3 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.
tab-transformer-pytorch
Posts with mentions or reviews of tab-transformer-pytorch.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-09-07.
-
[P] pytorch-widedeep v1.0.9: the Perceiver and the FastFormer for tabular data are now available in the library
Code for https://arxiv.org/abs/2012.06678 found: https://github.com/lucidrains/tab-transformer-pytorch
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 tab-transformer-pytorch and rtdl you can also consider the following projects:
tabnet - PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
ArtLine - A Deep Learning based project for creating line art portraits.
conformer - Implementation of the convolutional module from the Conformer paper, for use in Transformers
rtdl-num-embeddings - (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning
Multimodal-Toolkit - Multimodal model for text and tabular data with HuggingFace transformers as building block for text data
100DaysofMLCode - My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings :+1: