🧠 Reflex ML Tool

A minimalist yet scalable tool for automatic training of regression models from a .csv file, with integrated visualization.

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🚀 Features

• 📂 Load .csv dataset
• ⚙️ Select independent variables (X) and target variable (Y)
• 📊 Interactive data visualization
• 🤖 Choose regression model:
  • Linear regression
  • Polynomial regression
  • Non-linear regression (to be defined)
• 🔧 Automatic model training (fitting)
• 📈 Model evaluation (scores, residuals, metrics)
• 👁️ Visualization of the trained model and predictions
• 🎯 Custom prediction based on user input

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📌 MVP Goal

Build a robust and modular foundation for a fully-fledged machine learning automation platform, focused on regression in its initial stage.