Revisiting Deep Learning Models for Tabular Data
arxiv [Submitted on 22 Jun 2021 , last revised 26 Oct 2023 ]
链接:arXiv:2106.11959
代码:https://github.com/Yura52/tabular-dl-revisiting-models
https://github.com/yandex-research/tab…
这个就是AUTOML自动机器学习框架,相较于其他的深度学习,它融合了一点深度学习模型。 AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data 摘要1. 介绍2. AutoGluon-Tabular2.1 The fit API2.2. 数据处理2.3. 模型类别2.4. 神经网络2.5…
Contents Why do tree-based models still outperform deep learning on tabular data?Tabular Data (表格数据)NN 处理表格数据的挑战模型的归纳偏置有何不同?模型本质有何不同?做个小结 [CIKM 2019] AutoInt: Automatic Feature Interaction Learning…