/linear-regression

Implementation of the linear regression model from scratch

Primary LanguageJupyter Notebook

Linear Regression

Implementation of the linear regression model from scratch and testing it on the BMI dataset.

  1. Python file (LR.py):

Include the implementation of the Linear Regression model. You cannot use any library in this file.

  1. Notebook file (report.ipynb): Contains 3 parts;

(1) Exploratory data analysis (EDA) of the data set
(2) Training of the classifier and
(3) Interpretation of results.

  1. Report (report.pdf):

The corresponding report is the PDF export of the.ipynb file.