Mambular 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

Multi-class attack detection on NSL-KDD dataset using TabTransformer

Regression task using techniques of Machine Learning, Deep Learning and Transformers

Implementation of TabTransformer: Tabular Data Modeling Using Contextual Embeddings in tinygrad.

This repository employs two different architectures of Tabular Transformer models for Operating System fingerprinting from three different datasets.