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| 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. |