Auto Tabular Completion with In-Context Learning
Welcome to Auto Tabular Completion. It automatically fill in missing values in tabular data using in-context learning techniques. This tool leverages the capabilities of LLMs to predict output values based on given input data.
Usage
Check demo.ipynb for more details.
Check
Give it a try with my personal key in the two demo notebooks (valid until 2024-11-01). Silicon Flow provides free API. You can sign up and get your own API key.
Input Format
Your Excel file should contain columns prefixed with [Input] for input variables and [Output] for known or expected output values. Any columns not following this naming convention will be ignored during the prediction process.