Regression Simulator
Description: Provides an easy way to simulate different regression models on your data. Data file can be uploaded in CSV or XLS format. ALternatively, use the built-in sample datasets to try out different regression models.
Models supported include:
- Simple Linear Regression
- Support Vector Regression with various kernel functions: Radial Basis, Linear, Ploynomial and Sigmoid
- Robust Linear Regression (RANSAC Model)
- Theilsen Linear Regression
All these models have been built using sklearn library in Python. User interface is built using Dash and Plotly.
