best_AI_papers_2021
rtdl
| best_AI_papers_2021 | rtdl | |
|---|---|---|
| 30 | 5 | |
| 2,904 | 314 | |
| - | - | |
| 2.7 | 8.9 | |
| 7 months ago | about 2 years ago | |
| Python | ||
| MIT License | MIT License |
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best_AI_papers_2021
- The past two years went down in a blink because of some pandemic? Check out this 2021 recap of the most exciting advancements in the AI field to see what you may have missed out on!
- GitHub - louisfb01/best_AI_papers_2021: A curated list of the latest breakthroughs in AI (in 2021) by release date with a clear video explanation, link to a more in-depth article, and code.
rtdl
-
[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?
aws-mlu-explain - Visual, Interactive Articles About Machine Learning: https://mlu-explain.github.io/
tab-transformer-pytorch - Implementation of TabTransformer, attention network for tabular data, in Pytorch
CVPR2024-Papers-with-Code - CVPR 2024 论文和开源项目合集
pytorch-widedeep - A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch
Best_AI_paper_2020 - A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code
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:
license-against-the-machine - Strictly no AIs
ArtLine - A Deep Learning based project for creating line art portraits.
best_AI_papers_2022 - A curated list of the latest breakthroughs in AI (in 2022) by release date with a clear video explanation, link to a more in-depth article, and code.
tabnet - PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
sandlib
rtdl-num-embeddings - (NeurIPS 2022) On Embeddings for Numerical Features in Tabular Deep Learning