Regression Line Calculator This repository contains an interactive Python program to calculate regression lines and perform related calculations. The program supports two input methods: statistical ...

Python is a powerful tool for data analysis, and linear regression is one of the simplest yet most powerful predictive modeling techniques. If you're delving into data science, understanding how ...

Linear Regression from Scratch in Python without using Scikit-learn. In this exercise, I will look at two different approaches to implemet linear regression or more precisely estimate linear ...

Calculate the R-squared value for both training set and validation set. multi.score(X_train, y_train), multi.score(X_val, y_val) Output: With more features, the model’s performance rises up. Using ...

You could sift through websites, but some Python code and a little linear regression could make the job easier. ...

In this video, we will implement Multiple Linear Regression in Python from Scratch on a Real World House Price dataset. We will not use built-in model, but we will make our own model. This can be ...

To perform ordinal regression we can use a generalized linear model(GLM). GLM has the capability of fitting a coefficient vector and a set of thresholds to data. Let’s say in a data set we have ...

I use Python 3 and Jupyter Notebooks to generate plots and equations with linear regression on Kaggle data. I checked the correlations and built a basic machine learning model with this dataset.