Getting Started

Installation

TableMage officially supports Python versions 3.10 through 3.12. We recommend installing TableMage in a new virtual environment to avoid dependency conflicts. To install TableMage, follow these steps:

git clone https://github.com/ajy25/TableMage.git
cd TableMage
pip install .

Note

For MacOS users: You might encounter an error involving XGBoost, one of TableMage’s dependencies, when using TableMage for the first time. To resolve this issue, install libomp by running:

brew install libomp

This requires Homebrew. For more information, visit the Homebrew website.

Demo

Check out the following demo notebooks to see TableMage in action:

Overview of TableMage functionality

• TableMage Demonstration
• Section 1: Introduction
• Section 2: Exploratory Data Analysis
• Section 3: Regression Analysis
• Section 4: Causal Inference
• Section 5: Machine Learning
• Section 6: Conversational Data Analysis