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OpenTabular

Welcome to OpenTabular


OpenTabular is an open research and development organization focused on Tabular Data — combining the strengths of Tabular Deep Learning, Tabular Machine Learning, and Statistical Modeling.

We aim to build high-quality, accessible tools and libraries for working with structured data — from interpretable classical models to state-of-the-art neural methods.

📦 What to Expect

We host a growing collection of repositories, including:

  • 🧠 Deep learning models tailored for tabular data
  • 🤖 Machine learning pipelines and baselines for structured datasets
  • 📈 Statistical and probabilistic tools grounded in tabular modeling
  • 🧪 Experimental hybrids bridging DL, ML, and statistics
  • 🛠️ Utilities for preprocessing, evaluation, visualization, and benchmarking

🤝 Get Involved

If you're working with tabular data — whether as a researcher, engineer, or enthusiast — you're in the right place.
Follow the organization and explore our repositories as we grow the open ecosystem for tabular understanding.

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  1. DeepTabular DeepTabular Public

    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 Mam...

    Python 258 16

  2. PreTab PreTab Public

    pretab is a flexible and extensible preprocessing library for tabular data, built on top of scikit-learn. It provides advanced transformations, spline and neural feature expansions, and seamless in...

    Python 10 1

  3. NAMpy NAMpy Public

    Python 6

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