README.md

metadata

title: JavaScript Concept Classifier
emoji: 🔍
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 5.34.0
app_file: app.py
pinned: false
license: mit

JavaScript Concept Classifier

An AI-powered tool that classifies JavaScript code snippets into different programming concepts.

Supported Concepts

• Numbers: Numeric values and assignments
• Strings: Text and string literals
• Booleans: True/false values
• Arrays: Array operations and methods
• Functions: Function definitions and calls
• Control Flow: If statements, loops, switches

How it Works

This model was trained using fastai on a balanced dataset of JavaScript code examples. It uses an LSTM-based text classifier to analyze code patterns and predict the most likely programming concept.

Usage

Simply enter your JavaScript code snippet and the model will predict which concept it represents, along with a confidence score.