tab-transformer-pytorch
Implementation of TabTransformer, attention network for tabular data, in Pytorch (by lucidrains)
Multimodal-Toolkit
Multimodal model for text and tabular data with HuggingFace transformers as building block for text data (by georgian-io)
| tab-transformer-pytorch | Multimodal-Toolkit | |
|---|---|---|
| 1 | 2 | |
| 892 | 602 | |
| 8.3% | 0.2% | |
| 4.3 | 8.2 | |
| about 1 month ago | 5 months ago | |
| Python | Python | |
| MIT License | Apache License 2.0 |
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
Multimodal-Toolkit
Posts with mentions or reviews of Multimodal-Toolkit.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-03-31.
- [D]Are there any good solutions for multimodal classification? Libraries, AutoML tool?
-
Classification problem with text and numerical features
A quick and dirty way of trying this is using this framework:https://github.com/georgian-io/Multimodal-Toolkit
What are some alternatives?
When comparing tab-transformer-pytorch and Multimodal-Toolkit you can also consider the following projects:
tabnet - PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
pykale - Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the ð¥PyTorch ecosystem. â Star to support our work!
rtdl - Research on Tabular Deep Learning (Python package & papers) [Moved to: https://github.com/Yura52/rtdl]
autogluon - Fast and Accurate ML in 3 Lines of Code
conformer - Implementation of the convolutional module from the Conformer paper, for use in Transformers
multimodal - TorchMultimodal is a PyTorch library for training state-of-the-art multimodal multi-task models at scale.