rtdl
Research on Tabular Deep Learning (Python package & papers) [Moved to: https://github.com/Yura52/rtdl] (by yandex-research)
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: (by NishkarshRaj)
| rtdl | 100DaysofMLCode | |
|---|---|---|
| 5 | 1 | |
| 314 | 303 | |
| - | - | |
| 8.9 | 0.0 | |
| about 3 years ago | over 1 year ago | |
| Python | Jupyter Notebook | |
| 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.
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
100DaysofMLCode
Posts with mentions or reviews of 100DaysofMLCode.
We have used some of these posts to build our list of alternatives
and similar projects.
-
#100DaysofMLCode Challenge
NishkarshRaj / 100DaysofMLCode
What are some alternatives?
When comparing rtdl and 100DaysofMLCode you can also consider the following projects:
ArtLine - A Deep Learning based project for creating line art portraits.
100-Days-Of-ML-Code - 100 Days of ML Coding
tab-transformer-pytorch - Implementation of TabTransformer, attention network for tabular data, in Pytorch
99-ML-Learning-Projects - A list of 99 machine learning projects for anyone interested to learn from coding and building projects
rtdl-num-embeddings - (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning
notebooks - Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers.