README.md

Auto Tabular Completion with In-Context Learning

Introduction

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.

Quick Start

Check demo1.ipynb and demo2.ipynb for usage.

Give it a try with my personal key in the two demo notebooks (valid until 2024-11-01).

API

Silicon Flow provides free API.

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.