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This is a model based on TabTransformer [1,2] to classify IoT network traffic. It was trained using a MQTT dataset [3]. References: [1] Huang, Xin & Khetan, Ashish & Cvitkovic, Milan & Karnin, Zohar. (2020). TabTransformer: Tabular Data Modeling Using Contextual Embeddings. [2] https...
开源代码:https://github.com/lucidrains/tab-transformer-pytorch 摘要我们提出了TabTransformer,这是一种用于监督和半监督学习的新型深度表格数据建模架构。TabTransformer建立在基于自我关注的Transformers之上。Transformer层将分类特征的嵌入转换为鲁棒的上下文嵌入,以实现更高的预测精度。通过在15个公开可用的数据集上进行广...
TensorFlow implementation of TabTransformer. Contribute to aruberts/TabTransformerTF development by creating an account on GitHub.
Code Folders and files Name Last commit message Last commit date Latest commit Cannot retrieve latest commit at this time. History 47 Commits .github/workflows tab_transformer_pytorch .gitignore LICENSE README.md setup.py tab-vs-ft.png
Contribute to brunabazaluk/tabtransformer_iot_attacks development by creating an account on GitHub.
在Transformers颠覆了自然语言处理和计算机视觉之后,他们现在把目光投向了最大的数据类型:表格数据。 在这篇文章中,我们将介绍亚马逊的最新论文TabTransformer。 首先,我们将回答为什么可以将transformer应用于表格数据。然后,我们将看到他们如何处理表格数据。 那么下面就开始吧:汽车人,变形出发!
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点击下方卡片,关注“CVer”公众号 AI/CV重磅干货,第一时间送达 本文作者:whai362 | 来源:知乎(已授权) https://zhuanlan.zhihu.com/p/353222035 论文地址:https://arxiv.org/abs/2102.12122 源码(欢迎点击star): https://github.com/whai362/PV... ...
1,311 radi-cho/gatedtabtransformer 96 See all 12implementations Tasks Edit AddRemove tabular-classificationUnsupervised Pre-training Datasets Edit Adult Results from the Paper Edit Submitresults from this paperto get state-of-the-art GitHub badges and help the community compare results to other papers...