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DeepTab is a Python package that simplifies tabular deep learning by providing a suite of models for regression, classification, and distributional regression tasks. It includes models such as Mambular, TabM, FT-Transformer, TabulaRNN, TabTransformer, and tabular ResNets.
Classification in TabularDataset
This repository employs two different architectures of Tabular Transformer models for Operating System fingerprinting from three different datasets.
Stabilization of classification ML-models using synthetic data with outliers on Open Data.
Tabular Data Processing lightgbm, tabnet, resnet
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