This project combines the power of the TensorFlow.js library for machine learning with the interactive visualization capabilities of the p5.js library.
- Interactive Points: Click on the canvas to add points dynamically.
- Real-time Adjustment: The program employs linear regression to fit a line to the points, adjusting in real-time as more points are added. This results in changes to the slope and y-intercept to minimize the distance to all points.
- Linear Regression
- Polynomial Regression
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Clone the Repository:
git clone https://github.com/priyanshu1044/Linear-Regression.git
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Navigate to the Repository:
cd Linear-Regression -
Open the HTML file:
- Double-click the HTML file to open it in your default browser.
- Alternatively, use a local server if you have one set up.
- TensorFlow.js: A JavaScript library for training and deploying ML models in the browser and on Node.js.
- p5.js: A JavaScript library that makes coding accessible for artists, designers, educators, and beginners.