Emojify.NET 1.1.0

Emojify.NET - Emoji-Based Message Categorization 🏷️🔍

Introduction

Emoji-Based Message Categorization is a .NET class library designed to enhance text communication by categorizing messages into predefined types and formatting them with relevant emojis. This project leverages a machine learning model to predict categories and assign appropriate emojis, making messages more engaging and visually informative.

Features

• ✅ Machine learning model for message categorization.
• ✅ .NET class library for text formatting with emojis.
• ✅ ONNX model export for efficient deployment.

🛠️ How It Works

1. Training: The model is trained using labeled messages (text, emoji).
2. Deployment: The trained model is exported as an ONNX file for efficient deployment.
3. Prediction: The .NET class library takes text input, predicts the category using the model, and assigns the corresponding emojis.
4. Output: The formatted message is returned with the correct emoji(s).

Usage

To install the Emojify.NET package, run the following command:

dotnet add package Emojify.NET --version 1.1.0

This is how you can use the EmojiPredictor class to predict emojis for a given text:

var predictor = new EmojiPredictor();
var emoji = predictor.PredictEmoji("Successfully run the predictor!");

// Use the emoji as required in your text
Console.WriteLine($"{emoji} Successfully run the predictor!");

✅ Successfully run the predictor!

Alternatively, you can use the EmojifyService class to format your text with emojis:

EmojifyService.Initialize();
var formattedText = EmojifyService.Emojify("Error! The predictor failed to run");
Console.WriteLine(formattedText);

❌ Error! The predictor failed to run

In addition to the Emojify method, you can use the ApplyGloballyToConsole method to apply emojis to all console output automatically:

EmojifyService.Initialize().ApplyGloballyToConsole();
Console.WriteLine("Error! The predictor failed to run");
Console.WriteLine("Warning! The predictor is not running");

❌ Error! The predictor failed to run
⚠️ Warning! The predictor is not running

🚀 Roadmap

• Optimize emoji selection logic
• Expand category support

License

This project is licensed under the Apache License 2.0 - see the LICENSE file for details.