AI-Visualizer

A tool built to visualize AI models and creating them with ease.

Tech/Framework used

Build your linear regression model in 4 easy steps:

Step 1

Select or drop your CSV file with raw data. The web-app automatically shows you the fields and example values present in the CSV file.

Step 2

Choose your x-axis and y-axis for the scatter plot if you would like to visualize your data. The web-app generates these charts using charts.js and intelligent parsers.

Step 3

Create/define your linear regression model. Select the fields you would like to include in your model and click "create mdoel".

Step 4 (final step)

Select your Explanatory and response variables. You can either create a simple linear or multiple linear regression model.

Check out the results

The tool provides you with the coefficients, intercept and the Sum of Square Residual for your regression model. Moreover, it also provides with code you can run on your machine in Python for the same regression model.

What's next?

• Support for other machine learning tools like non-linear, classification and recommedation system.