ml-app

Machine learning app for building a regression model using the Random Forest algorithm.

Built with

• streamlit - The fastest way to build and share data apps
• pandas - fast, powerful, flexible and easy to use open source data analysis and manipulation tool
• scikit-learn - Simple and efficient tools for predictive data analysis
• Matplotlib - a comprehensive library for creating static, animated, and interactive visualizations in Python

How to use

Let's try out the demo.

Step 1: Open sidebar to upload the file (or) Press to use Example Dataset

Step 2: Try adjusting the hyperparameters

Note: If you are using your own csv, please make sure to format Last column as Target/Label.

References

This my first ever streamlit app is based on Data Professor's How to Build a Machine Learning App with a few tweaks.