Interactive Linear Regression Analyzer

An AI-powered educational tool to explore the fundamentals of machine learning. Manipulate data in real-time and watch how AI models learn and adapt.

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Features

Interactive Controls

Use intuitive sliders to instantly adjust model parameters like slope, noise, and data volume.

Real-time Visualization

See the data, the true relationship, and the model's prediction all on one interactive chart, updated on the fly.

Live Model Training

Powered by Scikit-learn, the model retrains instantly with every change you make, providing immediate feedback.

Application Demo

A glimpse of the application in action.

Application Screenshot