Skip to content

aveedibya/regressionSimulator

Repository files navigation

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.