{"repo":"yandex-research/rtdl","free":true,"listed":false,"github":"https://github.com/yandex-research/rtdl","clone":"git clone https://github.com/yandex-research/rtdl.git","description":"Research on Tabular Deep Learning: Papers & Packages","language":"Python","stars":1156,"topics":["python","machine-learning","deep-learning","pytorch","research","ai","artificial-intelligence","tabular","neural-network","papers"],"license":"Apache-2.0","category":"machine-learning","readme_excerpt":"RTDL (Research on Tabular Deep Learning) RTDL ( R esearch on T abular D eep L earning) is a collection of papers and packages on deep learning for tabular data. :bell: To follow announcements on new projects, subscribe to releases in this GitHub repository: \"Watch - Custom - Releases\". [!NOTE] The list of projects below is up-to-date, but the rtdl Python package is deprecated. If you used the rtdl package, please, read the details. 1. First, to clarify, this repository is NOT deprecated, only the package rtdl is deprecated: it is replaced with other packages. 2. If you used the latest rtdl==0.0.13 installed from PyPI (not from GitHub!) as pip install rtdl , then the same models (MLP, ResNet, FT-Transformer) can be found in the rtdl revisiting models package, though API is slightly different. 3. :exclamation: If you used the unfinished code from the main branch, it is highly recommended to switch to the new packages. In particular, the unfinished implementation of embeddings for continuous features contained many unresolved issues (the rtdl num embeddings package, in turn, is more efficient and correct). Papers (2026) Benchmarking Optimizers for MLPs in Tabular Deep Learning Paper   Code (2025) Unveiling the Role of Data Uncertainty in Tabular Deep Learning Paper (2025) On Finetuning Tabular Foundation Models Paper   Code (2024) TabM: Advancing Tabular Deep Learning with Parameter-Efficient Ensembling Paper   Code   Usage (2024) TabReD: Analyzing Pitfalls a","default_branch":null,"files":null,"tree":[],"storefront":"/r/yandex-research","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/yandex-research/rtdl/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}